Researcher profile · Semantic Scholar

Gagan Bansal

Microsoft Research

h-index: 19
Works: 32
Citations: 4,716

Most-cited papers

Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Gagan Bansal, Tongshuang Sherry Wu, Joyce Zhou, Raymond Fok +4 more
2020International Conference on Human Factors in Computing Systems1,144 citations Open access
Semantic Scholar
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu +6 more
2023arXiv.org1,130 citations
Semantic Scholar
Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance
Gagan Bansal, Besmira Nushi, Ece Kamar, Walter S. Lasecki +2 more
2019AAAI Conference on Human Computation & Crowdsourcing629 citations Open access
Semantic Scholar
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld +2 more
2019AAAI Conference on Artificial Intelligence358 citations Open access
Semantic Scholar
The challenge of crafting intelligible intelligence
Daniel S. Weld, Gagan Bansal
2018Communications of the ACM270 citations Open access
Semantic Scholar
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming
Hussein Mozannar, Gagan Bansal, Adam Fourney, E. Horvitz
2022arXiv.org253 citations Open access
Semantic Scholar
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations
Valerie Chen, Q. Liao, Jennifer Wortman Vaughan, Gagan Bansal
2023Proc. ACM Hum. Comput. Interact.231 citations Open access
Semantic Scholar
Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork
Gagan Bansal, Besmira Nushi, Ece Kamar, E. Horvitz +1 more
2021AAAI Conference on Artificial Intelligence222 citations Open access
Semantic Scholar
Hierarchical Summarization: Scaling Up Multi-Document Summarization
Janara M. Christensen, S. Soderland, Gagan Bansal, Mausam
2014Annual Meeting of the Association for Computational Linguistics78 citations Open access
Semantic Scholar
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions
Helena Vasconcelos, Gagan Bansal, Adam Fourney, Q. Liao +1 more
2023arXiv.org51 citations Open access
Semantic Scholar
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming
Hussein Mozannar, Gagan Bansal, Adam Fourney, E. Horvitz
2023AAAI Conference on Artificial Intelligence50 citations Open access
Semantic Scholar
A Coverage-Based Utility Model for Identifying Unknown Unknowns
Gagan Bansal, Daniel S. Weld
2018AAAI Conference on Artificial Intelligence37 citations Open access
Semantic Scholar
Intelligible Artificial Intelligence
Daniel S. Weld, Gagan Bansal
2018arXiv.org35 citations
Semantic Scholar
Emerging Perspectives in Human-Centered Machine Learning
Gonzalo Ramos, Ji-Na Suh, S. Ghorashi, Christopher Meek +5 more
2019CHI Extended Abstracts28 citations
Semantic Scholar
Workshop on Trust and Reliance in AI-Human Teams (TRAIT)
Gagan Bansal, Zana Buçinca, Kenneth Holstein, J. Hullman +3 more
2023CHI Extended Abstracts27 citations Open access
Semantic Scholar
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models
Victor C. Dibia, Adam Fourney, Gagan Bansal, F. Poursabzi-Sangdeh +2 more
2022Annual Meeting of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations
Ana Valeria González, Gagan Bansal, Angela Fan, Yashar Mehdad +2 more
2021Findings25 citations Open access
Semantic Scholar
Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA
Ana Valeria González, Gagan Bansal, Angela Fan, Robin Jia +2 more
2020arXiv.org24 citations
Semantic Scholar
Optimizing AI for Teamwork
Gagan Bansal, Besmira Nushi, Ece Kamar, E. Horvitz +1 more
2020arXiv.org21 citations
Semantic Scholar
Disinformation : Summary , Lessons , and Recommendations December 2018
John Akers, Gagan Bansal, Gabriel Cadamuro, Christine Chen +9 more
201819 citations
Semantic Scholar
Challenges in Human-Agent Communication
Gagan Bansal, Jennifer Wortman Vaughan, Saleema Amershi, Eric Horvitz +4 more
2024arXiv.org16 citations
Semantic Scholar
Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers
Victor C. Dibia, Adam Fourney, Gagan Bansal, F. Poursabzi-Sangdeh +2 more
2022arXiv.org15 citations Open access
Semantic Scholar
A Case for Backward Compatibility for Human-AI Teams
Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld +2 more
2019arXiv.org13 citations
Semantic Scholar
Data Staining: A Method for Comparing Faithfulness of Explainers
Jacob Sippy, Gagan Bansal, Daniel S. Weld
202012 citations
Semantic Scholar
Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021)
A. Bertie, Lambert Douwe, Aida Mostafazadeh Davani, D. Kiela +496 more
202111 citations Open access
Semantic Scholar
Technology-Enabled Disinformation: Summary, Lessons, and Recommendations
John Akers, Gagan Bansal, Gabriel Cadamuro, Christine Chen +11 more
2018arXiv.org7 citations
Semantic Scholar
Explanatory Dialogs: Towards Actionable, Interactive Explanations
Gagan Bansal
2018AAAI/ACM Conference on AI, Ethics, and Society7 citations Open access
Semantic Scholar
Trust and Reliance in Evolving Human-AI Workflows (TREW)
Z. Ashktorab, Gagan Bansal, Zana Buçinca, Kenneth Holstein +4 more
2024CHI Extended Abstracts6 citations
Semantic Scholar
Workshop on Trust and Reliance in AI-Human Teams (TRAIT)
Gagan Bansal, A. Smith-Renner, Zana Buçinca, Tong-Shuang Wu +3 more
2022CHI Extended Abstracts6 citations
Semantic Scholar
Learning to Explain Selectively: A Case Study on Question Answering
Contact Jordan, Boyd-Graber, Julia Angwin, Jeff Larson +4 more
20234 citations
Semantic Scholar
Three Maxims for Developing Human-Centered AI for DecisionMaking
Gagan Bansal
20221 citations
Semantic Scholar
Proceedings of the First Workshop on Natural Language Interfaces
Nikita Bhutani, Xin-Yi Zheng, Kun Qian, Yunyao Li +380 more
20200 citations Open access
Semantic Scholar

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Alison Smith-Renner×3

Zana Buçinca×3

Victor C. Dibia×3