Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
February 2025
Ahmed Awadallah
Partner Research Manager
Publications
Publications by Year
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Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
MSR-TR-2024-47 | November 2024
Published by Microsoft
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
MSR-TR-2024-12 | August 2024
Published by Microsoft
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
OmniParser for Pure Vision Based GUI Agent
Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
July 2024
AgentInstruct: Toward Generative Teaching with Agentic Flows
Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
July 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
ICLR 2024 | February 2024
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
February 2024
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Axiomatic Preference Modeling for Longform Question Answering
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
Orca-2: Teaching Small Language Models How to Reason
Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
November 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
ICLR 2024 | October 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
ArXiv | October 2023, Vol abs/2310.02842
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
arXiv: Computation and Language | June 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
ACL 2023 | May 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
ACL | May 2023
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
March 2023
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AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
EMNLP | December 2022
Boosting Natural Language Generation from Instructions with Meta-Learning
Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
EMNLP | December 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2022 | December 2022
Leveraging Locality in Abstractive Text Summarization
Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
EMNLP 2022 | December 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
CVPR 2022 | July 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
ACL 2022 | May 2022
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
ACL 2022 | May 2022
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
ArXiv | April 2022
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Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
Fairness via Representation Neutralization
Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
NeurIPS 2021 | December 2021
A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
NAACL 2021 | June 2021
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
NAACL 2021 | June 2021
XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
ArXiv | June 2021
arXiv:2106.04563
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
ICLR | May 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
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Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
IEEE BigData | December 2020
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
AACL 2020 | December 2020
Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
An Empirical Study of Software Exceptions in the Field using Search Logs
Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
ESEM 2020 | July 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Proceedings of the First Workshop on Natural Language Interfaces
Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
Association for Computational Linguistics | July 2020
Smart To-Do : Automatic Generation of To-Do List from Emails
Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Speak to your parser: Interactive Text-to-SQL with natural language feedback
Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
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On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
ArXiv | October 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Task Completion Detection
Ryen W. White, Ahmed Awadallah, Robert Sim
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Task Duration Estimation
Ryen W. White, Ahmed Awadallah
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Zero-Resource Multilingual Model Transfer
Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
arXiv:1810.03552 | February 2019
Task Intelligence Workshop @ WSDM 2019
Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
AAAI Conference on Artificial Intelligence | January 2019
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Characterizing and Supporting Question Answering in Human-to-Human Communication
Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
LearnIR: WSDM 2018 Workshop on Learning from User Interactions
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
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Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
AAAI | December 2017
Building Natural Language Interfaces to Web APIs
Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
2017 Conference on Information and Knowledge Management | November 2017
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
User Interaction Sequences for Search Satisfaction Prediction
Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
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Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
Activity Modeling in Email
Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
International World Wide Web Conference (WWW '16) | April 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
The 25th International World Wide Web Conference (WWW 2016) | April 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
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Characterizing and Predicting Voice Query Reformulation
Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Personalizing Search on Shared Devices
Ryen W. White, Ahmed Awadallah
June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
Understanding and Predicting Graded Search Satisfaction
Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
Automatic Online Evaluation of Intelligent Personal Assistants
Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
The 24th International World Wide Web Conference (WWWW 2015) | May 2015
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Content Bias in Online Health Search
Ryen W. White, Ahmed Awadallah
ACM Transations on the Web (TWEB) | October 2014, Vol 8
A Random Walk based Model for Identifying Semantic Orientation
Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
Computational Linguistics | September 2014
Enhancing Personalization via Search Activity Attribution
Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Context-Aware Web Search Abandonment Prediction
Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
From Devices to People: Attribution of Search Activity in Multi-User Settings
Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
The 23rd International World Wide Web Conference (WWW 2014) | June 2014
Machine Assisted Search Preference Evaluation
Ahmed Awadallah, Imed Zitouni
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
The 23rd International World Wide Web Conference (WWW 2014) | April 2014
Modeling Dwell Time to Predict Click-level Satsifaction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
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Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
Identifying Web Search Query Reformulation using Concept based Matching
October 2013
Personalized Models of Search Satisfaction
Ahmed Awadallah, Ryen W. White
October 2013
Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
Yi-Min Wang, Ryen W. White, Ahmed Awadallah
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
Enhancing Personalized Search by Mining and Modeling Task Behavior
Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
International World Wide Web Conference (WWW) | May 2013
Playing by the Rules: Mining Query Associations to Predict Search Performance
Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
February 2013
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Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
Ahmed Awadallah, Amjad Abu-Jbara
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
Extracting Signed Social Networks From Text
Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
AttitudeMiner: Mining Attitude from Online Discussions
Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
A Deterministic Annealing Approach to Learning Bayesian Networks
Ahmed Awadallah, Amir Atiya, Ihab Talkhan
Artificial Intelligent Systems and Machine Learning | January 2012
A semi-supervised approach to modeling web search satisfaction
The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
Task Tours: Helping Users Tackle Complex Search Tasks
Ahmed Awadallah, Ryen W. White
CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
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A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
Ahmed Awadallah, Yang Song, Li-wei He
ACM Conference on Information and Knowledge Management (CIKM) | October 2011
Identifying the Semantic Orientation of Foreign Words
Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
Improving Image Search based on User Created Communities
Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
February 2011
The effect of linguistic constraints on the large scale organization of language
Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
February 2011
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What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
Identifying Text Polarity Using Random Walks
Ahmed Awadallah, Dragomir Radev
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
Beyond DCG: User Behavior as a Predictor of a Successful Search
Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
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A Case Study of Using Geographic Cues to Predict Query News Intent
Ahmed Awadallah, Rosie Jones, Fernando Diaz
GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
Content Based Recommendation and Summarization in the Blogosphere
Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
Proceedings of the Third International ICWSM Conference (2009) | June 2009
Using Citations to Generate Surveys of Scientific Paradigms
Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
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Geographic Features in Web Search Retrieval
Rosie Jones, Ahmed Awadallah, Fernando Diaz
GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
Tracking the Dynamic Evolution of Participant Salience in a Discussion
Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
Association for Computational Linguistics | August 2008
Language Independent Text Correction using Finite State Automata
Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
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Access to multilingual textual resources
Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
November 2007
US Patent US8204736B2
BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
ACL BioNLP | May 2007
Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
January 2007
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Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
A Graph Based Semi-Supervised Approach for Information Extraction.
Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
Publications by Research Area
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Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
February 2025
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
MSR-TR-2024-47 | November 2024
Published by Microsoft
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
MSR-TR-2024-12 | August 2024
Published by Microsoft
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
OmniParser for Pure Vision Based GUI Agent
Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
July 2024
AgentInstruct: Toward Generative Teaching with Agentic Flows
Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
July 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
ICLR 2024 | February 2024
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
February 2024
Axiomatic Preference Modeling for Longform Question Answering
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
Orca-2: Teaching Small Language Models How to Reason
Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
November 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
ICLR 2024 | October 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
ArXiv | October 2023, Vol abs/2310.02842
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
arXiv: Computation and Language | June 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
ACL 2023 | May 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
ACL | May 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
March 2023
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
EMNLP | December 2022
Boosting Natural Language Generation from Instructions with Meta-Learning
Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
EMNLP | December 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2022 | December 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
CVPR 2022 | July 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
ArXiv | April 2022
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
Fairness via Representation Neutralization
Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
NeurIPS 2021 | December 2021
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
NAACL 2021 | June 2021
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
NAACL 2021 | June 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
ICLR | May 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
AACL 2020 | December 2020
Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
Proceedings of the First Workshop on Natural Language Interfaces
Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
Association for Computational Linguistics | July 2020
Speak to your parser: Interactive Text-to-SQL with natural language feedback
Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Smart To-Do : Automatic Generation of To-Do List from Emails
Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
ArXiv | October 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Task Completion Detection
Ryen W. White, Ahmed Awadallah, Robert Sim
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Task Duration Estimation
Ryen W. White, Ahmed Awadallah
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Zero-Resource Multilingual Model Transfer
Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
arXiv:1810.03552 | February 2019
Task Intelligence Workshop @ WSDM 2019
Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
AAAI Conference on Artificial Intelligence | January 2019
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing and Supporting Question Answering in Human-to-Human Communication
Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
LearnIR: WSDM 2018 Workshop on Learning from User Interactions
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
AAAI | December 2017
Building Natural Language Interfaces to Web APIs
Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Understanding User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
The 25th International World Wide Web Conference (WWW 2016) | April 2016
Characterizing and Predicting Voice Query Reformulation
Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Personalizing Search on Shared Devices
Ryen W. White, Ahmed Awadallah
June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
Understanding and Predicting Graded Search Satisfaction
Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
Automatic Online Evaluation of Intelligent Personal Assistants
Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
The 24th International World Wide Web Conference (WWWW 2015) | May 2015
Content Bias in Online Health Search
Ryen W. White, Ahmed Awadallah
ACM Transations on the Web (TWEB) | October 2014, Vol 8
A Random Walk based Model for Identifying Semantic Orientation
Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
Computational Linguistics | September 2014
Enhancing Personalization via Search Activity Attribution
Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Context-Aware Web Search Abandonment Prediction
Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
From Devices to People: Attribution of Search Activity in Multi-User Settings
Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
The 23rd International World Wide Web Conference (WWW 2014) | June 2014
Machine Assisted Search Preference Evaluation
Ahmed Awadallah, Imed Zitouni
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
Extracting Signed Social Networks From Text
Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
Ahmed Awadallah, Amjad Abu-Jbara
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
AttitudeMiner: Mining Attitude from Online Discussions
Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
A Deterministic Annealing Approach to Learning Bayesian Networks
Ahmed Awadallah, Amir Atiya, Ihab Talkhan
Artificial Intelligent Systems and Machine Learning | January 2012
A semi-supervised approach to modeling web search satisfaction
The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
Identifying the Semantic Orientation of Foreign Words
Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
Improving Image Search based on User Created Communities
Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
February 2011
The effect of linguistic constraints on the large scale organization of language
Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
February 2011
What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
Identifying Text Polarity Using Random Walks
Ahmed Awadallah, Dragomir Radev
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
Content Based Recommendation and Summarization in the Blogosphere
Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
Proceedings of the Third International ICWSM Conference (2009) | June 2009
Access to multilingual textual resources
Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
November 2007
US Patent US8204736B2
BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
ACL BioNLP | May 2007
Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
A Graph Based Semi-Supervised Approach for Information Extraction.
Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
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Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
February 2025
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
CVPR 2022 | July 2022
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Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
February 2025
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
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Axiomatic Preference Modeling for Longform Question Answering
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
Orca-2: Teaching Small Language Models How to Reason
Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
November 2023
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
arXiv: Computation and Language | June 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
ACL | May 2023
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
EMNLP | December 2022
Leveraging Locality in Abstractive Text Summarization
Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
EMNLP 2022 | December 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2022 | December 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
ACL 2022 | May 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
ACL 2022 | May 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
ArXiv | April 2022
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
ArXiv | June 2021
arXiv:2106.04563
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
NAACL 2021 | June 2021
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
NAACL 2021 | June 2021
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
ICLR | May 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
AACL 2020 | December 2020
Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
Proceedings of the First Workshop on Natural Language Interfaces
Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
Association for Computational Linguistics | July 2020
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Speak to your parser: Interactive Text-to-SQL with natural language feedback
Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Smart To-Do : Automatic Generation of To-Do List from Emails
Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
ArXiv | October 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Zero-Resource Multilingual Model Transfer
Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
arXiv:1810.03552 | February 2019
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
AAAI Conference on Artificial Intelligence | January 2019
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing and Supporting Question Answering in Human-to-Human Communication
Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
Building Natural Language Interfaces to Web APIs
Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Activity Modeling in Email
Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
A Random Walk based Model for Identifying Semantic Orientation
Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
Computational Linguistics | September 2014
Enhancing Personalized Search by Mining and Modeling Task Behavior
Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
International World Wide Web Conference (WWW) | May 2013
Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
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Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
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Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
IEEE BigData | December 2020
An Empirical Study of Software Exceptions in the Field using Search Logs
Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
ESEM 2020 | July 2020
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Task Completion Detection
Ryen W. White, Ahmed Awadallah, Robert Sim
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Task Duration Estimation
Ryen W. White, Ahmed Awadallah
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Task Intelligence Workshop @ WSDM 2019
Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing and Supporting Question Answering in Human-to-Human Communication
Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
LearnIR: WSDM 2018 Workshop on Learning from User Interactions
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
2017 Conference on Information and Knowledge Management | November 2017
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
User Interaction Sequences for Search Satisfaction Prediction
Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
International World Wide Web Conference (WWW '16) | April 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
The 25th International World Wide Web Conference (WWW 2016) | April 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
Characterizing and Predicting Voice Query Reformulation
Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Personalizing Search on Shared Devices
Ryen W. White, Ahmed Awadallah
June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
Understanding and Predicting Graded Search Satisfaction
Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
Automatic Online Evaluation of Intelligent Personal Assistants
Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
The 24th International World Wide Web Conference (WWWW 2015) | May 2015
Content Bias in Online Health Search
Ryen W. White, Ahmed Awadallah
ACM Transations on the Web (TWEB) | October 2014, Vol 8
Enhancing Personalization via Search Activity Attribution
Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Context-Aware Web Search Abandonment Prediction
Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
From Devices to People: Attribution of Search Activity in Multi-User Settings
Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
The 23rd International World Wide Web Conference (WWW 2014) | June 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Machine Assisted Search Preference Evaluation
Ahmed Awadallah, Imed Zitouni
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
The 23rd International World Wide Web Conference (WWW 2014) | April 2014
Modeling Dwell Time to Predict Click-level Satsifaction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Personalized Models of Search Satisfaction
Ahmed Awadallah, Ryen W. White
October 2013
Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
Identifying Web Search Query Reformulation using Concept based Matching
October 2013
Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
Yi-Min Wang, Ryen W. White, Ahmed Awadallah
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
Playing by the Rules: Mining Query Associations to Predict Search Performance
Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
February 2013
Extracting Signed Social Networks From Text
Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
Ahmed Awadallah, Amjad Abu-Jbara
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
AttitudeMiner: Mining Attitude from Online Discussions
Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
Task Tours: Helping Users Tackle Complex Search Tasks
Ahmed Awadallah, Ryen W. White
CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
A Deterministic Annealing Approach to Learning Bayesian Networks
Ahmed Awadallah, Amir Atiya, Ihab Talkhan
Artificial Intelligent Systems and Machine Learning | January 2012
A semi-supervised approach to modeling web search satisfaction
The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
Ahmed Awadallah, Yang Song, Li-wei He
ACM Conference on Information and Knowledge Management (CIKM) | October 2011
Identifying the Semantic Orientation of Foreign Words
Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
Improving Image Search based on User Created Communities
Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
February 2011
The effect of linguistic constraints on the large scale organization of language
Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
February 2011
What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
Identifying Text Polarity Using Random Walks
Ahmed Awadallah, Dragomir Radev
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
Beyond DCG: User Behavior as a Predictor of a Successful Search
Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
A Case Study of Using Geographic Cues to Predict Query News Intent
Ahmed Awadallah, Rosie Jones, Fernando Diaz
GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
Using Citations to Generate Surveys of Scientific Paradigms
Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
Content Based Recommendation and Summarization in the Blogosphere
Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
Proceedings of the Third International ICWSM Conference (2009) | June 2009
Geographic Features in Web Search Retrieval
Rosie Jones, Ahmed Awadallah, Fernando Diaz
GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
Tracking the Dynamic Evolution of Participant Salience in a Discussion
Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
Association for Computational Linguistics | August 2008
Language Independent Text Correction using Finite State Automata
Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
January 2007
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Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
IEEE BigData | December 2020
An Empirical Study of Software Exceptions in the Field using Search Logs
Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
ESEM 2020 | July 2020
BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
Publications by Type
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Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
February 2025
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Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
MSR-TR-2024-47 | November 2024
Published by Microsoft
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
MSR-TR-2024-12 | August 2024
Published by Microsoft
Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
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OmniParser for Pure Vision Based GUI Agent
Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
July 2024
AgentInstruct: Toward Generative Teaching with Agentic Flows
Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
July 2024
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
February 2024
Orca-2: Teaching Small Language Models How to Reason
Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
November 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
March 2023
Access to multilingual textual resources
Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
November 2007
US Patent US8204736B2
Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
January 2007
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Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
ArXiv | October 2023, Vol abs/2310.02842
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
arXiv: Computation and Language | June 2023
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
EMNLP | December 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
ArXiv | April 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
NAACL 2022 | April 2022
Compositional Generalization for Natural Language Interfaces
Saghar Hosseini, Ahmed Awadallah, Yu Su
arXiv: Computation and Language | December 2021
XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
ArXiv | June 2021
arXiv:2106.04563
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
ArXiv | October 2019
Zero-Resource Multilingual Model Transfer
Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
arXiv:1810.03552 | February 2019
Content Bias in Online Health Search
Ryen W. White, Ahmed Awadallah
ACM Transations on the Web (TWEB) | October 2014, Vol 8
Improving Image Search based on User Created Communities
Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
February 2011
The effect of linguistic constraints on the large scale organization of language
Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
February 2011
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AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
ICLR 2024 | February 2024
Axiomatic Preference Modeling for Longform Question Answering
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
ICLR 2024 | October 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
ACL 2023 | May 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L. Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
Proceedings of ACL 2023 | May 2023
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
ACL | May 2023
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
Boosting Natural Language Generation from Instructions with Meta-Learning
Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
EMNLP | December 2022
Leveraging Locality in Abstractive Text Summarization
Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
EMNLP 2022 | December 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2022 | December 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
CVPR 2022 | July 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
NAACL 2022 | May 2022
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
ACL 2022 | May 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
ACL 2022 | May 2022
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
NeurIPS 2021 | December 2021
Fairness via Representation Neutralization
Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
NeurIPS 2021 | December 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
Meta Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
SIGKDD 2021 (Research Track) | August 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
NAACL 2021 | June 2021
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
NAACL 2021 | June 2021
Self-training with Weak Supervision
Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
NAACL 2021 | May 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
ICLR | May 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
IEEE BigData | December 2020
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
AACL 2020 | December 2020
Uncertainty-aware Self-training for Few-shot Text Classification
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
NeurIPS 2020 (Spotlight) | December 2020
Proceedings of the First Workshop on Natural Language Interfaces
Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
Association for Computational Linguistics | July 2020
An Empirical Study of Software Exceptions in the Field using Search Logs
Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
ESEM 2020 | July 2020
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Speak to your parser: Interactive Text-to-SQL with natural language feedback
Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Smart To-Do : Automatic Generation of To-Do List from Emails
Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
Subhabrata (Subho) Mukherjee, Ahmed Awadallah
Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Task Completion Detection
Ryen W. White, Ahmed Awadallah, Robert Sim
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Task Duration Estimation
Ryen W. White, Ahmed Awadallah
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Task Intelligence Workshop @ WSDM 2019
Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
AAAI Conference on Artificial Intelligence | January 2019
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing and Supporting Question Answering in Human-to-Human Communication
Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
LearnIR: WSDM 2018 Workshop on Learning from User Interactions
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
AAAI | December 2017
Building Natural Language Interfaces to Web APIs
Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
2017 Conference on Information and Knowledge Management | November 2017
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
User Interaction Sequences for Search Satisfaction Prediction
Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
Predicting User Satisfaction with Intelligent Assistants
Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
Activity Modeling in Email
Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
International World Wide Web Conference (WWW '16) | April 2016
Detecting Good Abandonment in Mobile Search
Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
The 25th International World Wide Web Conference (WWW 2016) | April 2016
Understanding User Satisfaction with Intelligent Assistants
Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
Characterizing and Predicting Voice Query Reformulation
Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Understanding and Predicting Graded Search Satisfaction
Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
Automatic Online Evaluation of Intelligent Personal Assistants
Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
The 24th International World Wide Web Conference (WWWW 2015) | May 2015
A Random Walk based Model for Identifying Semantic Orientation
Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
Computational Linguistics | September 2014
Enhancing Personalization via Search Activity Attribution
Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
Context-Aware Web Search Abandonment Prediction
Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
ACM SIGIR 2014 | July 2014
ACM SIGIR 2014
From Devices to People: Attribution of Search Activity in Multi-User Settings
Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
The 23rd International World Wide Web Conference (WWW 2014) | June 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Machine Assisted Search Preference Evaluation
Ahmed Awadallah, Imed Zitouni
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
The 23rd International World Wide Web Conference (WWW 2014) | April 2014
Modeling Dwell Time to Predict Click-level Satsifaction
Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Personalized Models of Search Satisfaction
Ahmed Awadallah, Ryen W. White
October 2013
Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
Identifying Web Search Query Reformulation using Concept based Matching
October 2013
Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
Yi-Min Wang, Ryen W. White, Ahmed Awadallah
The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
Enhancing Personalized Search by Mining and Modeling Task Behavior
Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
International World Wide Web Conference (WWW) | May 2013
Playing by the Rules: Mining Query Associations to Predict Search Performance
Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
February 2013
Extracting Signed Social Networks From Text
Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
Ahmed Awadallah, Amjad Abu-Jbara
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
AttitudeMiner: Mining Attitude from Online Discussions
Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
Task Tours: Helping Users Tackle Complex Search Tasks
Ahmed Awadallah, Ryen W. White
CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
A Deterministic Annealing Approach to Learning Bayesian Networks
Ahmed Awadallah, Amir Atiya, Ihab Talkhan
Artificial Intelligent Systems and Machine Learning | January 2012
A semi-supervised approach to modeling web search satisfaction
The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
Ahmed Awadallah, Yang Song, Li-wei He
ACM Conference on Information and Knowledge Management (CIKM) | October 2011
Identifying the Semantic Orientation of Foreign Words
Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
Identifying Text Polarity Using Random Walks
Ahmed Awadallah, Dragomir Radev
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
Beyond DCG: User Behavior as a Predictor of a Successful Search
Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
A Case Study of Using Geographic Cues to Predict Query News Intent
Ahmed Awadallah, Rosie Jones, Fernando Diaz
GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
Using Citations to Generate Surveys of Scientific Paradigms
Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
Content Based Recommendation and Summarization in the Blogosphere
Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
Proceedings of the Third International ICWSM Conference (2009) | June 2009
Geographic Features in Web Search Retrieval
Rosie Jones, Ahmed Awadallah, Fernando Diaz
GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
Tracking the Dynamic Evolution of Participant Salience in a Discussion
Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
Association for Computational Linguistics | August 2008
Language Independent Text Correction using Finite State Automata
Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
ACL BioNLP | May 2007
Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
A Graph Based Semi-Supervised Approach for Information Extraction.
Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
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Personalizing Search on Shared Devices
Ryen W. White, Ahmed Awadallah
June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)