Kamar, Ece

1. Sparks of Artificial General Intelligence: Early experiments with GPT-4
   2023/03/22 by Sébastien Bubeck, Bubeck, Sébastien, Varun Chandrasekaran +26 · 21 voices · 293 citations
   Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
2. Magentic-UI: Towards Human-in-the-loop Agentic Systems
   2025/07/30 by Hussein Mozannar, Mozannar, Hussein, Gagan Bansal +37 · 4 voices · 22 citations
   #cs.AI #cs.HC
3. Does the Whole Exceed its Parts? The Effect of AI Explanations on\n Complementary Team Performance
   2020/06/25 by Gagan Bansal, Bansal, Gagan, Tongshuang Wu +13 · 52 citations
   Business, Management and Accounting · Computer Science · Social Sciences · #Big Data and Business Intelligence #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
4. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and\n Implicit Hate Speech Detection
   2022/03/17 by Thomas Hartvigsen, Hartvigsen, Thomas, Saadia Gabriel +9 · 45 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
5. Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
   2024/11/07 by Adam Fourney, Fourney, Adam, Gagan Bansal +35 · 60 citations
   Decision Sciences · Computer Science · #Complex Systems and Decision Making #AI-based Problem Solving and Planning #Multi-Agent Systems and Negotiation
6. Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
   2023/09/26 by Mert Yüksekgönül, Yuksekgonul, Mert, Varun Chandrasekaran +13 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Learning to Complement Humans
   2020/05/01 by Wilder, Bryan, Horvitz, Eric, Kamar, Ece · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Benchmarking Spatial Relationships in Text-to-Image Generation
   2022/12/20 by Tejas Gokhale, Gokhale, Tejas, Hamid Palangi +13 · 7 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
9. Investigations of Performance and Bias in Human-AI Teamwork in Hiring
   2022/02/21 by Andi Peng, Besmira Nushi, Peng, Andi +7 · 3 citations
   Computer Science · Psychology · #Mobile Crowdsensing and Crowdsourcing #Human-Automation Interaction and Safety #Explainable Artificial Intelligence (XAI)
10. Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
    2016/10/28 by Lakkaraju, Himabindu, Kamar, Ece, Caruana, Rich +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
11. Teaching Language Models to Hallucinate Less with Synthetic Tasks
    2023/10/10 by Jones, Erik, Palangi, Hamid, Simões, Clarisse +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. An Empirical Analysis of Backward Compatibility in Machine Learning\n Systems
    2020/08/11 by Megha Srivastava, Srivastava, Megha, Besmira Nushi +7 · 2 citations
    Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Software Engineering (cs.SE)
13. Interpretable & Explorable Approximations of Black Box Models
    2017/07/04 by Himabindu Lakkaraju, Ece Kamar, Lakkaraju, Himabindu +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
14. Discovering Blind Spots in Reinforcement Learning
    2018/05/23 by Ramya Ramakrishnan, Ramakrishnan, Ramya, Ece Kamar +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Reinforcement Learning in Robotics
15. Toward Fairness in AI for People with Disabilities: A Research Roadmap
    2019/07/04 by Guo, Anhong, Kamar, Ece, Vaughan, Jennifer Wortman +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
16. What You See Is What You Get? The Impact of Representation Criteria on\n Human Bias in Hiring
    2019/09/08 by Andi Peng, Besmira Nushi, Peng, Andi +9 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computers and Society (cs.CY) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Voting Systems #Human-Computer Interaction (cs.HC)
17. Understanding Failures of Deep Networks via Robust Feature Extraction
    2020/12/03 by Singla, Sahil, Nushi, Besmira, Shah, Shital +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
18. Algorithmic Recourse in the Wild: Understanding the Impact of Data and Model Shifts
    2020/12/22 by Rawal, Kaivalya, Kamar, Ece, Lakkaraju, Himabindu · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. Designing Disaggregated Evaluations of AI Systems: Choices,\n Considerations, and Tradeoffs
    2021/03/10 by Solon Barocas, Barocas, Solon, Anhong Guo +13 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Stochastic Privacy
    2014/04/22 by Singla, Adish, Horvitz, Eric, Kamar, Ece +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
21. Artificial Intelligence and Life in 2030: The One Hundred Year Study on Artificial Intelligence
    2022/10/31 by Stone, Peter, Brooks, Rodney, Brynjolfsson, Erik +14 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
22. The Collaboration Gap
    2025/11/04 by Davidson, Tim R., Fourney, Adam, Amershi, Saleema +3 · 3 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Mobile Crowdsensing and Crowdsourcing #Language and cultural evolution