IDEAS Research

Science + Innovation for Next-Gen Productivity

Publications

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- AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
  
  Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso
  
  2025 Meeting of the Association for Computational Linguistics | July 2025
  
  Publication Preprint
- Working with AI: Measuring the Applicability of Generative AI to Occupations
  
  Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts, Siddharth Suri
  
  July 2025
  
  Preprint
- Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
  
  Sheshera Mysore, Debarati Das, Hancheng Cao, Bahar Sarrafzadeh
  
  May 2025
  
  Publication Author's Version Publication
- A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
  
  Gaurav Verma, Jiawei Zhou, Mohit Chandra, Srijan Kumar, Munmun De Choudhury
  
  AAAI/ACM Conference on AI, Ethics, and Society | April 2025
  
  Publication Preprint Author's Version
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
  
  Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang
  
  March 2024
  
  Publication Preprint Project
- TnT-LLM: Text Mining at Scale with Large Language Models
  
  Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W. White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan
  
  KDD | March 2024
  
  Publication Project

- AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
  
  Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso
  
  2025 Meeting of the Association for Computational Linguistics | July 2025
  
  Publication Preprint
- Working with AI: Measuring the Applicability of Generative AI to Occupations
  
  Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts, Siddharth Suri
  
  July 2025
  
  Preprint
- Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
  
  Sheshera Mysore, Debarati Das, Hancheng Cao, Bahar Sarrafzadeh
  
  May 2025
  
  Publication Author's Version Publication
- A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
  
  Gaurav Verma, Jiawei Zhou, Mohit Chandra, Srijan Kumar, Munmun De Choudhury
  
  AAAI/ACM Conference on AI, Ethics, and Society | April 2025
  
  Publication Preprint Author's Version
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
  
  Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang
  
  March 2024
  
  Publication Preprint Project
- TnT-LLM: Text Mining at Scale with Large Language Models
  
  Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W. White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan
  
  KDD | March 2024
  
  Publication Project
- AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
  
  Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso
  
  2025 Meeting of the Association for Computational Linguistics | July 2025
  
  Publication Preprint
- Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
  
  Sheshera Mysore, Debarati Das, Hancheng Cao, Bahar Sarrafzadeh
  
  May 2025
  
  Publication Author's Version Publication
- A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
  
  Gaurav Verma, Jiawei Zhou, Mohit Chandra, Srijan Kumar, Munmun De Choudhury
  
  AAAI/ACM Conference on AI, Ethics, and Society | April 2025
  
  Publication Preprint Author's Version
- Working with AI: Measuring the Applicability of Generative AI to Occupations
  
  Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts, Siddharth Suri
  
  July 2025
  
  Preprint
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
  
  Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang
  
  March 2024
  
  Publication Preprint Project
- TnT-LLM: Text Mining at Scale with Large Language Models
  
  Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W. White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan
  
  KDD | March 2024
  
  Publication Project
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
  
  Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang
  
  March 2024
  
  Publication Preprint Project

- AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
  
  Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso
  
  2025 Meeting of the Association for Computational Linguistics | July 2025
  
  Publication Preprint
- A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
  
  Gaurav Verma, Jiawei Zhou, Mohit Chandra, Srijan Kumar, Munmun De Choudhury
  
  AAAI/ACM Conference on AI, Ethics, and Society | April 2025
  
  Publication Preprint Author's Version
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- TnT-LLM: Text Mining at Scale with Large Language Models
  
  Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W. White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan
  
  KDD | March 2024
  
  Publication Project
- Working with AI: Measuring the Applicability of Generative AI to Occupations
  
  Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts, Siddharth Suri
  
  July 2025
  
  Preprint
- The Use of Generative Search Engines for Knowledge Work and Complex Tasks
  
  Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang
  
  March 2024
  
  Publication Preprint Project
- Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
  
  Sheshera Mysore, Debarati Das, Hancheng Cao, Bahar Sarrafzadeh
  
  May 2025
  
  Publication Author's Version Publication

IDEAS Research

Publications

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations

Working with AI: Measuring the Applicability of Generative AI to Occupations

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild

A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

TnT-LLM: Text Mining at Scale with Large Language Models

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations

Working with AI: Measuring the Applicability of Generative AI to Occupations

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild

A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

TnT-LLM: Text Mining at Scale with Large Language Models

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild

A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models

Working with AI: Measuring the Applicability of Generative AI to Occupations

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

TnT-LLM: Text Mining at Scale with Large Language Models

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations

A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

TnT-LLM: Text Mining at Scale with Large Language Models

Working with AI: Measuring the Applicability of Generative AI to Occupations

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild