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Chris Callison-Burch

  1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 246 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  2. A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk
    2017/12/14 by Kotaro Hara, Hara, Kotaro, Abi Adams +11 · 2 voices · 6 citations
    Computer Science · Engineering · #Evacuation and Crowd Dynamics #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #cs.CY #cs.HC
  3. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Deitke, Matt, Christopher Clark +100 · 4 voices · 243 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  4. Deduplicating Training Data Makes Language Models Better
    2021/07/14 by Katherine Lee, Daphne Ippolito, Lee, Katherine +11 · 97 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  5. Faithful Chain-of-Thought Reasoning
    2023/01/31 by Qing Lyu, Lyu, Qing, Shreya Havaldar +13 · 79 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  6. WithdrarXiv: A Large-Scale Dataset for Retraction Study
    2024/12/04 by Delip Rao, Jonathan Young, Rao, Delip +6 · 9 voices · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.DL #cs.LG
  7. Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
    2022/11/21 by Yue Yang, Yang, Yue, Artemis Panagopoulou +9 · 67 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  8. Holodeck: Language Guided Generation of 3D Embodied AI Environments
    2023/12/14 by Yue Yang, Yang, Yue, Fan-Yun Sun +25 · 1 voice · 71 citations
    Computer Science · Engineering · #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.AI #cs.CL #cs.CV #cs.RO
  9. Towards Faithful Model Explanation in NLP: A Survey
    2022/09/22 by Qing Lyu, Lyu, Qing, Marianna Apidianaki +3 · 34 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  10. RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors
    2024/05/13 by Liam Dugan, Dugan, Liam, Alyssa Hwang +13 · 42 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  11. Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text
    2022/12/24 by Liam Dugan, Dugan, Liam, Daphne Ippolito +7 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #I.2.7 #Text Readability and Simplification #Topic Modeling
  12. Calibrating Large Language Models with Sample Consistency
    2024/02/21 by Qing Lyu, Lyu, Qing, Kumar Shridhar +15 · 21 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  13. Bidirectional Language Models Are Also Few-shot Learners
    2022/09/29 by Ajay Patel, Bryan Li, Patel, Ajay +9 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  14. CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
    2023/10/16 by Bodhisattwa Prasad Majumder, Majumder, Bodhisattwa Prasad, Bhavana Dalvi Mishra +13 · 16 citations
    Computer Science · #Topic Modeling
  15. CoMo: Controllable Motion Generation through Language Guided Pose Code Editing
    2024/03/20 by Yiming Huang, Weilin Wan, Huang, Yiming +9 · 16 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
  16. Arabic Dialect Identification
    2013/06/26 by Omar F. Zaidan, Chris Callison-Burch · 5 citations
    Computer Science · #Authorship Attribution and Profiling #Natural Language Processing Techniques #Topic Modeling
  17. Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims
    2019/06/08 by Sihao Chen, Chen, Sihao, Daniel Khashabi +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  18. DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
    2024/02/16 by Ajay Patel, Colin Raffel, Patel, Ajay +3 · 13 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  19. Large Language Models Can Self-Improve At Web Agent Tasks
    2024/05/30 by Ajay Patel, Markus Hofmarcher, Patel, Ajay +9 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  20. FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models
    2024/02/21 by Andrew Zhu, Alyssa Hwang, Zhu, Andrew +5 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  21. Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
    2025/02/20 by Yue Yang, Ajay Patel, Yang, Yue +19 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  22. Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck
    2023/10/30 by Josh Magnus Ludan, Qing Lyu, Ludan, Josh Magnus +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
    2024/10/16 by Ajay Patel, Patel, Ajay, Jiacheng Zhu +11 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  24. I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons
    2022/12/20 by Pei Zhou, Andrew Zhu, Zhou, Pei +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  25. Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification
    2023/07/05 by Sha Li, Li, Sha, Ruining Zhao +9 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  26. Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
    2022/05/25 by Damilola Omitaomu, Omitaomu, Damilola, Shabnam Tafreshi +13 · 5 citations
    Psychology · Arts and Humanities · #Mental Health via Writing #Media Influence and Health
  27. PaCE: Parsimonious Concept Engineering for Large Language Models
    2024/06/06 by Jinqi Luo, Tianjiao Ding, Luo, Jinqi +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Semantic Web and Ontologies #Text and Document Classification Technologies #Web Data Mining and Analysis
  28. Explanation-based Finetuning Makes Models More Robust to Spurious Cues
    2023/05/08 by Josh Magnus Ludan, Yixuan Meng, Ludan, Josh Magnus +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  29. Show Me More Details: Discovering Hierarchies of Procedures from\n Semi-structured Web Data
    2022/03/14 by Shuyan Zhou, Li Zhang, Zhou, Shuyan +11 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  30. Report of the 1st Workshop on Generative AI and Law
    2023/11/11 by A. Feder Cooper, Cooper, A. Feder, Katherine Lee +67 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  31. PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale
    2023/04/24 by Bryan Li, Li, Bryan, Chris Callison-Burch +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. Causal Reasoning of Entities and Events in Procedural Texts
    2023/01/26 by Li Zhang, Zhang, Li, Hainiu Xu +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. MiRAGeNews: Multimodal Realistic AI-Generated News Detection
    2024/10/11 by Huang, Runsheng, Liam Dugan, Yue Yang +4 · 5 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
    2024/06/21 by Zachary Horvitz, Ajay Patel, Horvitz, Zachary +9 · 4 citations
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
  35. Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications
    2023/09/11 by Andrew Zhu, Liam Dugan, Zhu, Andrew +5 · 4 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Topic Modeling
  36. ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer
    2023/08/29 by Zachary Horvitz, Ajay Patel, Horvitz, Zachary +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  37. You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling
    2024/09/11 by Jaewoo Song, Song, Jaewoo, Andrew Zhu +3 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences
  38. SNAP judgments into the digital age: Reporting on food stamps varies significantly with time, publication type, and political leaning
    2020/02/21 by Benjamin W. Chrisinger, Eliza W. Kinsey, Ellie Pavlick +1 · 1 voice · 1 citation
    Social Sciences · #Computational and Text Analysis Methods #Media Studies and Communication #Social Media and Politics
  39. PerspectroScope: A Window to the World of Diverse Perspectives
    2019/06/11 by Sihao Chen, Daniel Khashabi, Chen, Sihao +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  40. GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge
    2025/01/15 by Liam Dugan, Andrew Zhu, Dugan, Liam +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  41. Toward Better Storylines with Sentence-Level Language Models
    2020/05/11 by Daphne Ippolito, David Grangier, Ippolito, Daphne +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  42. CALYPSO: LLMs as Dungeon Master's Assistants
    2023/08/15 by Andrew Zhu, Lara J. Martin, Andrew Head +1 · 2 voices
    Computer Science · Materials Science · #Artificial Intelligence in Games #Machine Learning in Materials Science #Topic Modeling #cs.CL #cs.HC
  43. Rewriting the Script: Adapting Text Instructions for Voice Interaction
    2023/06/16 by Alyssa Hwang, Natasha Oza, Hwang, Alyssa +5 · 2 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Speech and dialogue systems #Topic Modeling
  44. Is "My Favorite New Movie" My Favorite Movie? Probing the Understanding of Recursive Noun Phrases
    2021/12/15 by Qing Lyu, Lyu, Qing, Hua Zheng +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  45. Probabilistic Soundness Guarantees in LLM Reasoning Chains
    2025/07/17 by Weiqiu You, Anton Xue, You, Weiqiu +11 · 1 voice · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #cs.CL #cs.LG
  46. Evaluating Vision-Language Models on Bistable Images
    2024/05/29 by Artemis Panagopoulou, Coby Melkin, Panagopoulou, Artemis +3 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Religious Tourism and Spaces
  47. OpenPI2.0: An Improved Dataset for Entity Tracking in Texts
    2023/05/24 by Li Zhang, Hainiu Xu, Zhang, Li +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  48. Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?
    2022/12/18 by Ajay Patel, Patel, Ajay, Nicholas Andrews +3 · 1 citation
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  49. WHAT-IF: Exploring Branching Narratives by Meta-Prompting Large Language Models
    2024/12/13 by Lara J. Martin, Huang, Runsheng "Anson", Martin, Lara J. +2 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  50. ViUniT: Visual Unit Tests for More Robust Visual Programming
    2024/12/12 by Artemis Panagopoulou, Panagopoulou, Artemis, Honglu Zhou +11 · 1 citation
    Computer Science · #Teaching and Learning Programming
  51. Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning
    2026/07/17 by Ajay Patel, Kartik Hosanagar, Ramayya Krishnan +2 · 1 voice
    Computer Science · #cs.AI #cs.CL