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Bosselut, Antoine

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 535 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Fast Model Editing at Scale
    2021/10/21 by Eric Mitchell, Mitchell, Eric, Charles Lin +7 · 45 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Topic Modeling
  3. QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
    2021/04/13 by Yasunaga, Michihiro, Ren, Hongyu, Bosselut, Antoine +2 · 35 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Memory-Based Model Editing at Scale
    2022/06/13 by Eric Mitchell, Mitchell, Eric, Charles P. Lin +7 · 37 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  5. INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
    2024/11/29 by Angelika Romanou, Negar Foroutan, Romanou, Angelika +120 · 8 voices · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
    2023/11/27 by Zeming Chen, A. Cano, Chen, Zeming +37 · 44 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  7. Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning
    2024/02/21 by Debjit Paul, Robert West, Paul, Debjit +5 · 34 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Islamic Finance and Banking Studies
  8. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
    2024/12/04 by Singh, Shivalika, Romanou, Angelika, Fourrier, Clémentine +21 · 45 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. COMET: Commonsense Transformers for Automatic Knowledge Graph\n Construction
    2019/06/12 by Antoine Bosselut, Hannah Rashkin, Bosselut, Antoine +9 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. REFINER: Reasoning Feedback on Intermediate Representations
    2023/04/04 by Debjit Paul, Mete Ismayilzada, Paul, Debjit +11 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  11. Deep Bidirectional Language-Knowledge Graph Pretraining
    2022/10/17 by Yasunaga, Michihiro, Bosselut, Antoine, Ren, Hongyu +4 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Instruction-tuning Aligns LLMs to the Human Brain
    2023/12/01 by Khai Loong Aw, Syrielle Montariol, Aw, Khai Loong +7 · 2 voices · 9 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.CL
  13. The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
    2021/02/02 by Sebastian Gehrmann, Gehrmann, Sebastian, Tosin Adewumi +109 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  14. GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
    2022/01/21 by Zhang, Xikun, Bosselut, Antoine, Yasunaga, Michihiro +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Mitigating Label Biases for In-context Learning
    2023/05/28 by Fei, Yu, Hou, Yifan, Chen, Zeming +1 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Commonsense Knowledge Base Completion with Structural and Semantic\n Context
    2019/10/07 by Chaitanya Malaviya, Chandra Bhagavatula, Malaviya, Chaitanya +5 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. Evaluating Language Model Agency through Negotiations
    2024/01/09 by Tim R. Davidson, Veniamin Veselovsky, Davidson, Tim R. +11 · 9 citations
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  18. Learning to Write with Cooperative Discriminators
    2018/05/16 by Holtzman, Ari, Buys, Jan, Forbes, Maxwell +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
    2023/10/23 by Hou, Yifan, Li, Jiaoda, Fei, Yu +5 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Modeling Naive Psychology of Characters in Simple Commonsense Stories
    2018/05/16 by Rashkin, Hannah, Bosselut, Antoine, Sap, Maarten +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Synthetic Disinformation Attacks on Automated Fact Verification Systems
    2022/02/18 by Yibing Du, Du, Yibing, Antoine Bosselut +3 · 5 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts
  22. The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units
    2024/11/04 by Badr AlKhamissi, AlKhamissi, Badr, Greta Tuckute +5 · 2 voices · 8 citations
    Computer Science · #Topic Modeling
  23. ConGeo: Robust Cross-view Geo-localization across Ground View Variations
    2024/03/20 by Mi, Li, Xu, Chang, Castillo-Navarro, Javiera +4 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. From Language to Cognition: How LLMs Outgrow the Human Language Network
    2025/03/03 by Badr AlKhamissi, AlKhamissi, Badr, Greta Tuckute +9 · 3 voices · 8 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL
  25. Efficient Tool Use with Chain-of-Abstraction Reasoning
    2024/01/30 by Silin Gao, Gao, Silin, Jane Dwivedi-Yu +17 · 6 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Business Process Modeling and Analysis
  26. Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning
    2020/10/12 by Lianhui Qin, Vered Shwartz, Qin, Lianhui +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  27. Counterfactual Story Reasoning and Generation
    2019/09/09 by Lianhui Qin, Antoine Bosselut, Qin, Lianhui +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  28. WIQA: A dataset for "What if..." reasoning over procedural text
    2019/09/10 by Tandon, Niket, Mishra, Bhavana Dalvi, Sakaguchi, Keisuke +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Reliable Evaluation and Benchmarks for Statement Autoformalization
    2024/06/11 by Auguste Poiroux, Poiroux, Auguste, Gail Garfinkel Weiss +5 · 7 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology
  30. Creative Preference Optimization
    2025/05/20 by Mete Ismayilzada, Antonio Laverghetta, Ismayilzada, Mete +11 · 6 voices · 5 citations
    #cs.CL #cs.AI
  31. PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives
    2023/05/03 by Silin Gao, Gao, Silin, Beatriz Borges +13 · 4 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Topic Modeling
  32. DISCO: Distilling Counterfactuals with Large Language Models
    2022/12/20 by Chen, Zeming, Gao, Qiyue, Bosselut, Antoine +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Retrieval-Based Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios
    2025/01/08 by Charles Corbière, Corbière, Charles, Simon Roburin +7 · 7 citations
    Psychology · #Categorization, perception, and language #Language, Metaphor, and Cognition
  34. Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs
    2025/04/08 by Dongyang Fan, Vinko Sabolčec, Fan, Dongyang +11 · 3 voices · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management #Software Engineering Research
  35. LLMs Are In-Context Bandit Reinforcement Learners
    2024/10/07 by Giovanni Monea, Monea, Giovanni, Antoine Bosselut +5 · 1 voice · 3 citations
    Computer Science · #Digital Rights Management and Security #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
  36. Measuring what Matters: Construct Validity in Large Language Model Benchmarks
    2025/11/03 by Andrew M. Bean, Bean, Andrew M., Angelika Romanou +78 · 10 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  37. Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation
    2020/12/08 by Jeff Da, Maxwell Forbes, Da, Jeff +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  38. CRAB: Assessing the Strength of Causal Relationships Between Real-world Events
    2023/11/07 by Romanou, Angelika, Montariol, Syrielle, Paul, Debjit +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Rational Metareasoning for Large Language Models
    2024/10/07 by De Sabbata, C. Nicolò, Sumers, Theodore R., AlKhamissi, Badr +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Evaluating Morphological Compositional Generalization in Large Language Models
    2024/10/16 by Mete Ismayilzada, Ismayilzada, Mete, Defne Çırcı +14 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  41. Let Me Teach You: Pedagogical Foundations of Feedback for Language Models
    2023/07/01 by Borges, Beatriz, Tandon, Niket, Käser, Tanja +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. Simulating Action Dynamics with Neural Process Networks
    2017/11/14 by Bosselut, Antoine, Levy, Omer, Holtzman, Ari +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Discourse-Aware Neural Rewards for Coherent Text Generation
    2018/05/10 by Bosselut, Antoine, Celikyilmaz, Asli, He, Xiaodong +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text
    2019/09/10 by Mishra, Bhavana Dalvi, Tandon, Niket, Bosselut, Antoine +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  45. "Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models
    2024/02/29 by Karina Halevy, Halevy, Karina, Anna Sotnikova +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  46. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
    2024/03/12 by Fang, Tianqing, Chen, Zeming, Song, Yangqiu +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Analyzing Commonsense Emergence in Few-shot Knowledge Models
    2021/01/01 by Da, Jeff, Bras, Ronan Le, Lu, Ximing +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. A Logical Fallacy-Informed Framework for Argument Generation
    2024/08/07 by Mouchel, Luca, Paul, Debjit, Cui, Shaobo +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks
    2023/10/23 by Mete Ismayilzada, Ismayilzada, Mete, Debjit Paul +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  50. Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
    2025/08/06 by Negar Foroutan, Foroutan, Negar, Clara Meister +11 · 2 voices · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  51. Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention
    2023/10/23 by Foroutan, Negar, Banaei, Mohammadreza, Aberer, Karl +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching
    2024/02/05 by Magron, Antoine, Dai, Anna, Zhang, Mike +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
    2025/09/17 by Apertus, Project, Hernández-Cano, Alejandro, Hägele, Alexander +100 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  54. DiffuCOMET: Contextual Commonsense Knowledge Diffusion
    2024/02/26 by Gao, Silin, Ismayilzada, Mete, Zhao, Mengjie +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark
    2024/06/17 by Wakaki, Hiromi, Mitsufuji, Yuki, Maeda, Yoshinori +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Creativity in AI: Progresses and Challenges
    2024/10/22 by Mete Ismayilzada, Debjit Paul, Ismayilzada, Mete +5 · 1 voice · 1 citation
    Business, Management and Accounting · Computer Science · #Artificial Intelligence in Games #Big Data and Business Intelligence #Cognitive Science and Mapping #cs.AI #cs.CL
  57. ConLID: Supervised Contrastive Learning for Low-Resource Language Identification
    2025/06/18 by Foroutan, Negar, Saydaliev, Jakhongir, Kim, Ye Eun +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
    2025/05/30 by Conti, Max, Faysse, Manuel, Viaud, Gautier +3 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  59. Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
    2025/06/16 by AlKhamissi, Badr, De Sabbata, C. Nicolò, Tuckute, Greta +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Revisiting Multilingual Data Mixtures in Language Model Pretraining
    2025/10/29 by Foroutan, Negar, Teiletche, Paul, Tarun, Ayush Kumar +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  61. CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
    2023/05/24 by Wang, Weiqi, Fang, Tianqing, Ding, Wenxuan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences