Guoqing Zheng

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

PDF Publication Video Project Project

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance

Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Ruehle

February 2024

Preprint

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

Publication

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

PDF Video Download Download Project

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

DOI Publication Publication Publication

Boosting Natural Language Generation from Instructions with Meta-Learning

Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah

EMNLP | December 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

Knowledge Infused Decoding

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah

ICLR 2022 | April 2022

Publication Github

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

Publication Github Project

A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion

Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah

EMNLP 2021 (Findings) | November 2021

Publication

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

Publication Github

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

Publication Github Project

Self-training with Weak Supervision

Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah

NAACL 2021 | May 2021

Publication Github Project Project

Meta Label Correction for Noisy Label Learning

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

AAAI 2021 | February 2021

PDF Github Project Project

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

Publication Project

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

Publication Github Project Project

Complementary Auxiliary Classifiers for Label-Conditional Text Generation

Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao

AAAI 2020 | February 2020

Publication

Meta Label Correction for Learning with Weak Supervision

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

1911.03809 | November 2019

Published by arXiv

Publication

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

PDF Publication Video Project Project

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance

Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Ruehle

February 2024

Preprint

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

Publication

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

PDF Video Download Download Project

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

DOI Publication Publication Publication

Boosting Natural Language Generation from Instructions with Meta-Learning

Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah

EMNLP | December 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

Knowledge Infused Decoding

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah

ICLR 2022 | April 2022

Publication Github

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

Publication Github Project

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

Publication Github Project

Meta Label Correction for Noisy Label Learning

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

AAAI 2021 | February 2021

PDF Github Project Project

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

Publication Github Project Project

Complementary Auxiliary Classifiers for Label-Conditional Text Generation

Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao

AAAI 2020 | February 2020

Publication

Meta Label Correction for Learning with Weak Supervision

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

1911.03809 | November 2019

Published by arXiv

Publication

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

Publication

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

PDF Video Download Download Project

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

Knowledge Infused Decoding

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah

ICLR 2022 | April 2022

Publication Github

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

Publication Github Project

A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion

Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah

EMNLP 2021 (Findings) | November 2021

Publication

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

Publication Github

Self-training with Weak Supervision

Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah

NAACL 2021 | May 2021

Publication Github Project Project

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

Publication Github Project

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

Publication Project

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

Publication Github Project Project

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

Publication Project

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

PDF Publication Video Project Project

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

PDF Video Download Download Project

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance

Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Ruehle

February 2024

Preprint

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

DOI Publication Publication Publication

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

Publication Github Project Project

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

Publication

Boosting Natural Language Generation from Instructions with Meta-Learning

Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah

EMNLP | December 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

Knowledge Infused Decoding

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah

ICLR 2022 | April 2022

Publication Github

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

Publication Github Project

A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion

Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah

EMNLP 2021 (Findings) | November 2021

Publication

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

Publication Github

Self-training with Weak Supervision

Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah

NAACL 2021 | May 2021

Publication Github Project Project

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

Publication Github Project

Meta Label Correction for Noisy Label Learning

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

AAAI 2021 | February 2021

PDF Github Project Project

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

Publication Project

Complementary Auxiliary Classifiers for Label-Conditional Text Generation

Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao

AAAI 2020 | February 2020

Publication

Meta Label Correction for Learning with Weak Supervision

Guoqing Zheng, Ahmed Awadallah, Susan Dumais

1911.03809 | November 2019

Published by arXiv

Publication