Robert Sim

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Xinyu Tang, Richard Shin, Huseyin Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

Publication Publication Project

Privately Aligning Language Models with Reinforcement Learning

Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

DOI Project

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

Publication

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

Project Florida: Federated Learning Made Easy

Daniel Madrigal, Andre Manoel, Jialei Chen, Nalin Singal, Robert Sim

| July 2023

Published by Microsoft

Publication Project

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Xiang Yue, Huseyin Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim

ACL 2023 | July 2023

Publication

Federated Multilingual Models for Medical Transcript Analysis

Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis

Conference on Health, Inference, and Learning | June 2023

Publication

Analyzing Leakage of Personally Identifiable Information in Language Models

Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin

2023 IEEE Symposium on Security and Privacy | May 2023

Publication PDF DOI Project

TROJANPUZZLE: Covertly Poisoning Code-Suggestion Models

Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim

January 2023

Publication

Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Human-Computer Interaction | November 2022

Publication

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis

IJCAI-ECAI'22 | August 2022

Publication Project

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'22) | July 2022

Publication Project

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication

FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations

Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim

March 2022

Preprint Github Project

Membership Inference Attacks Against NLP Classification Models

Virat Shejwalkar, Huseyin Inan, Amir Houmansadr, Robert Sim

NeurIPS 2021 Workshop Privacy in Machine Learning | September 2021

Publication

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets

Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach

ACL-IJCNLP 2021 | August 2021

Publication

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

Publication

On Privacy and Confidentiality of Communications in Organizational Graphs

Masoumeh Shafieinejad, Huseyin A. Inan (huinan), Marcello Hasegawa, Robert Sim

May 2021

Publication

MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings

Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski

CHI 2021 | May 2021

Publication Project Project Project Project

Training Data Leakage Analysis in Language Models

Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim

February 2021

Preprint

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

Publication

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Project

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Toward Activity Discovery in the Personal Web

Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett

The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020

Publication Project

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

Publication

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Domain Adaptation for Commitment Detection in Email

Hosein Azarbonyad, Robert Sim, Ryen W. White

Web Search and Data Mining (WSDM ’19) | February 2019

PDF DOI

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Project

Privately Aligning Language Models with Reinforcement Learning

Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

DOI Project

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Xinyu Tang, Richard Shin, Huseyin Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

Publication Publication Project

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

Publication

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

Project Florida: Federated Learning Made Easy

Daniel Madrigal, Andre Manoel, Jialei Chen, Nalin Singal, Robert Sim

| July 2023

Published by Microsoft

Publication Project

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Xiang Yue, Huseyin Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim

ACL 2023 | July 2023

Publication

Federated Multilingual Models for Medical Transcript Analysis

Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis

Conference on Health, Inference, and Learning | June 2023

Publication

Analyzing Leakage of Personally Identifiable Information in Language Models

Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin

2023 IEEE Symposium on Security and Privacy | May 2023

Publication PDF DOI Project

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis

IJCAI-ECAI'22 | August 2022

Publication Project

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'22) | July 2022

Publication Project

FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations

Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim

March 2022

Preprint Github Project

Membership Inference Attacks Against NLP Classification Models

Virat Shejwalkar, Huseyin Inan, Amir Houmansadr, Robert Sim

NeurIPS 2021 Workshop Privacy in Machine Learning | September 2021

Publication

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

Publication

On Privacy and Confidentiality of Communications in Organizational Graphs

Masoumeh Shafieinejad, Huseyin A. Inan (huinan), Marcello Hasegawa, Robert Sim

May 2021

Publication

Training Data Leakage Analysis in Language Models

Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim

February 2021

Preprint

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

Publication

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Project

Toward Activity Discovery in the Personal Web

Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett

The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020

Publication Project

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

Publication

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Domain Adaptation for Commitment Detection in Email

Hosein Azarbonyad, Robert Sim, Ryen W. White

Web Search and Data Mining (WSDM ’19) | February 2019

PDF DOI

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Project

Privately Aligning Language Models with Reinforcement Learning

Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

DOI Project

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis

IJCAI-ECAI'22 | August 2022

Publication Project

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Xinyu Tang, Richard Shin, Huseyin Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

Publication Publication Project

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Xiang Yue, Huseyin Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim

ACL 2023 | July 2023

Publication

Analyzing Leakage of Personally Identifiable Information in Language Models

Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin

2023 IEEE Symposium on Security and Privacy | May 2023

Publication PDF DOI Project

TROJANPUZZLE: Covertly Poisoning Code-Suggestion Models

Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim

January 2023

Publication

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication

FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations

Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim

March 2022

Preprint Github Project

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

Publication

On Privacy and Confidentiality of Communications in Organizational Graphs

Masoumeh Shafieinejad, Huseyin A. Inan (huinan), Marcello Hasegawa, Robert Sim

May 2021

Publication

Training Data Leakage Analysis in Language Models

Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim

February 2021

Preprint

Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Human-Computer Interaction | November 2022

Publication

MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings

Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski

CHI 2021 | May 2021

Publication Project Project Project Project

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Project

Federated Multilingual Models for Medical Transcript Analysis

Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis

Conference on Health, Inference, and Learning | June 2023

Publication

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'22) | July 2022

Publication Project

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets

Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach

ACL-IJCNLP 2021 | August 2021

Publication

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

Publication

On Privacy and Confidentiality of Communications in Organizational Graphs

Masoumeh Shafieinejad, Huseyin A. Inan (huinan), Marcello Hasegawa, Robert Sim

May 2021

Publication

Training Data Leakage Analysis in Language Models

Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim

February 2021

Preprint

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

Publication

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Project

MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings

Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski

CHI 2021 | May 2021

Publication Project Project Project Project

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Project

Toward Activity Discovery in the Personal Web

Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett

The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020

Publication Project

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

Publication

Domain Adaptation for Commitment Detection in Email

Hosein Azarbonyad, Robert Sim, Ryen W. White

Web Search and Data Mining (WSDM ’19) | February 2019

PDF DOI

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF 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

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Privately Aligning Language Models with Reinforcement Learning

Fan Wu, Huseyin Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

DOI Project

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Xinyu Tang, Richard Shin, Huseyin Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan (Jana) Kulkarni, Robert Sim

ICLR 2024 | May 2024

Publication Publication Project

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

Publication

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Xiang Yue, Huseyin Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim

ACL 2023 | July 2023

Publication

Federated Multilingual Models for Medical Transcript Analysis

Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis

Conference on Health, Inference, and Learning | June 2023

Publication

Analyzing Leakage of Personally Identifiable Information in Language Models

Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin

2023 IEEE Symposium on Security and Privacy | May 2023

Publication PDF DOI Project

Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Human-Computer Interaction | November 2022

Publication

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis

IJCAI-ECAI'22 | August 2022

Publication Project

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'22) | July 2022

Publication Project

Membership Inference Attacks Against NLP Classification Models

Virat Shejwalkar, Huseyin Inan, Amir Houmansadr, Robert Sim

NeurIPS 2021 Workshop Privacy in Machine Learning | September 2021

Publication

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets

Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach

ACL-IJCNLP 2021 | August 2021

Publication

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

Publication

MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings

Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski

CHI 2021 | May 2021

Publication Project Project Project Project

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

Publication

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Project

Toward Activity Discovery in the Personal Web

Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett

The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020

Publication Project

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

Publication

Domain Adaptation for Commitment Detection in Email

Hosein Azarbonyad, Robert Sim, Ryen W. White

Web Search and Data Mining (WSDM ’19) | February 2019

PDF DOI

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Project

TROJANPUZZLE: Covertly Poisoning Code-Suggestion Models

Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim

January 2023

Publication

Training Data Leakage Analysis in Language Models

Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim

February 2021

Preprint

Project Florida: Federated Learning Made Easy

Daniel Madrigal, Andre Manoel, Jialei Chen, Nalin Singal, Robert Sim

| July 2023

Published by Microsoft

Publication Project

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication

FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations

Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim

March 2022

Preprint Github Project

On Privacy and Confidentiality of Communications in Organizational Graphs

Masoumeh Shafieinejad, Huseyin A. Inan (huinan), Marcello Hasegawa, Robert Sim

May 2021

Publication