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Daumé, Hal

  1. Datasheets for Datasets
    2018/03/23 by Timnit Gebru, Jamie Morgenstern, Gebru, Timnit +12 · 7 voices · 287 citations
    Decision Sciences · Computer Science · #cs.DB #cs.AI #cs.LG
  2. Language (Technology) is Power: A Critical Survey of "Bias" in NLP
    2020/05/28 by Su Lin Blodgett, Solon Barocas, Blodgett, Su Lin +5 · 2 voices · 107 citations
    #cs.CL #cs.CY
  3. Evaluating the Social Impact of Generative AI Systems in Systems and Society
    2023/06/09 by Irene Solaiman, Solaiman, Irene, Zeerak Talat +59 · 4 voices · 11 citations
    #cs.CY #cs.AI
  4. TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
    2024/12/13 by Ruijie Zheng, Yongyuan Liang, Zheng, Ruijie +13 · 93 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
  5. Opponent Modeling in Deep Reinforcement Learning
    2016/09/18 by He He, He, He, Jordan Boyd‐Graber +5 · 16 citations
    Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Sports Analytics and Performance #Explainable Artificial Intelligence (XAI)
  6. Learning to Search Better Than Your Teacher
    2015/02/08 by Kai-Wei Chang, Akshay Krishnamurthy, Chang, Kai-Wei +7 · 12 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  7. Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
    2018/05/12 by Sudha Rao, Hal Daumé, Rao, Sudha +1 · 9 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Advanced Text Analysis Techniques
  8. The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives
    2016/11/16 by Mohit Iyyer, Iyyer, Mohit, Varun Manjunatha +11 · 7 citations
    Computer Science · Health Professions · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  9. Technical Report: When Does Machine Learning FAIL? Generalized\n Transferability for Evasion and Poisoning Attacks
    2018/03/19 by Octavian Suciu, Suciu, Octavian, Radu Mărginean +7 · 7 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong
    2023/10/19 by Chenglei Si, Si, Chenglei, Navita Goyal +12 · 1 voice · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.HC
  11. Help, Anna! Visual Navigation with Natural Multimodal Assistance via\n Retrospective Curiosity-Encouraging Imitation Learning
    2019/09/04 by Khanh Nguyen, Hal Daumé, Nguyen, Khanh +1 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #AI in Service Interactions
  12. TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
    2023/06/22 by Ruijie Zheng, Xiyao Wang, Zheng, Ruijie +13 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics
  13. A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers\n in Large Conferences
    2020/11/30 by Ivan Stelmakh, Stelmakh, Ivan, Nihar B. Shah +5 · 5 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  14. Hierarchical Imitation and Reinforcement Learning
    2018/03/01 by Hoang Le, Le, Hoang M., Nan Jiang +9 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
  15. Non-Monotonic Sequential Text Generation
    2019/02/05 by Sean Welleck, Kianté Brantley, Welleck, Sean +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
    2023/04/12 by Aashaka Desai, Lauren Berger, Desai, Aashaka +19 · 6 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication
  17. Operationalizing the Legal Principle of Data Minimization for\n Personalization
    2020/05/27 by Asia J. Biega, Peter Potash, Biega, Asia J. +7 · 4 citations
    Computer Science · Social Sciences · #Access Control and Trust #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  18. Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators
    2023/11/14 by Yang Trista Cao, Yang Cao, Lovely-Frances Domingo +12 · 2 voices · 5 citations
    Computer Science · #cs.CL #cs.AI
  19. Reinforcement Learning for Bandit Neural Machine Translation with\n Simulated Human Feedback
    2017/07/24 by Khanh Nguyen, Nguyen, Khanh, Hal Daumé +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
  20. Bayesian Agglomerative Clustering with Coalescents
    2009/07/04 by Yee Whye Teh, Hal Daumé, Teh, Yee Whye +2 · 3 citations
    Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (stat.ML)
  21. Bayesian Multitask Learning with Latent Hierarchies
    2009/07/04 by Daumé, Hal · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications
    2022/05/13 by Zhou, Kaitlyn, Blodgett, Su Lin, Trischler, Adam +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models
    2022/06/23 by Cao, Yang Trista, Sotnikova, Anna, Daumé, Hal +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback
    2019/01/02 by Chicheng Zhang, Zhang, Chicheng, Alekh Agarwal +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  25. "You Gotta be a Doctor, Lin": An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations
    2024/06/18 by Huy Nghiem, John Prindle, Nghiem, Huy +5 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Names, Identity, and Discrimination Research #Topic Modeling
  26. DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
    2023/10/30 by Xu, Guowei, Zheng, Ruijie, Liang, Yongyuan +12 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control
    2024/02/16 by Zheng, Ruijie, Cheng, Ching-An, Daumé, Hal +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Learning Reductions that Really Work
    2015/02/09 by Alina Beygelzimer, Hal Daumé, Beygelzimer, Alina +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  29. HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models
    2024/03/18 by Huy Nghiem, Nghiem, Huy, Hal Daumé +1 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Social and Information Networks (cs.SI)
  30. Global Voices: Crossing Borders in Automatic News Summarization
    2019/10/01 by Nguyen, Khanh, Daumé, Hal · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  31. Weight of Evidence as a Basis for Human-Oriented Explanations
    2019/10/29 by Alvarez-Melis, David, Daumé, Hal, Vaughan, Jennifer Wortman +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  32. Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
    2024/02/09 by Zheng, Ruijie, Liang, Yongyuan, Wang, Xiyao +7 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  33. Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators
    2023/10/23 by Tin Nguyen, Jiannan Xu, Nguyen, Tin +7 · 2 citations
    Computer Science · Neuroscience · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Psychology of Moral and Emotional Judgment
  34. A Framework for Learning to Request Rich and Contextually Useful Information from Humans
    2021/10/14 by Khanh Nguyen, Yonatan Bisk, Nguyen, Khanh +3 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Optimization and Search Problems #Reinforcement Learning in Robotics
  35. How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
    2022/11/22 by Charvi Rastogi, Rastogi, Charvi, Ivan Stelmakh +17 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Databases (cs.DB) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
  36. From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence
    2021/04/27 by Alvarez-Melis, David, Kaur, Harmanpreet, Daumé, Hal +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on QA Systems
    2023/05/23 by Navita Goyal, Eleftheria Briakou, Goyal, Navita +15 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
  38. An Interdisciplinary Approach to Human-Centered Machine Translation
    2025/06/16 by Marine Carpuat, Omri Asscher, Carpuat, Marine +39 · 2 voices · 1 citation
    Computer Science · #Natural Language Processing Techniques
  39. Natural Language Inference Improves Compositionality in Vision-Language Models
    2024/10/29 by Paola Cascante-Bonilla, Yu Hou, Cascante-Bonilla, Paola +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Semantic Web and Ontologies
  40. A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
    2025/05/25 by Lingjun Zhao, Hal Daumé, Zhao, Lingjun +1 · 2 citations
    Computer Science · #Topic Modeling
  41. Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA
    2024/10/09 by Maharshi Gor, Hal Daumé, Gor, Maharshi +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  42. ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles
    2024/11/08 by Kayo Yin, Chinmay Singh, Yin, Kayo +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Social Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Human-Computer Interaction (cs.HC) #Wikis in Education and Collaboration
  43. A Randomized Controlled Trial on Anonymizing Reviewers to Each Other in Peer Review Discussions
    2024/03/01 by Charvi Rastogi, Rastogi, Charvi, Xiangchen Song +11 · 1 citation
    Arts and Humanities · Social Sciences · #Computers and Society (cs.CY) #Digital Libraries (cs.DL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Student Assessment and Feedback
  44. My LLM might Mimic AAE -- But When Should it?
    2025/02/06 by Sandra Sandoval, C. Acquaye, Sandoval, Sandra C. +7 · 1 citation
    Social Sciences · Computer Science · Engineering · #Artificial Intelligence in Law #Natural Language Processing Techniques #Vehicle License Plate Recognition
  45. Causal Effect of Group Diversity on Redundancy and Coverage in Peer-Reviewing
    2024/11/18 by Navita Goyal, Goyal, Navita, Ivan Stelmakh +5 · 2 voices
    #cs.DL #cs.CL #stat.AP