🧑‍🔬 Jason Weston — all works

79 works · ← Jason Weston

1. Gene Selection for Cancer Classification using Support Vector Machines ↗Machine Learning · no summary yetIsabelle Guyon et al.2002 · 9,971 citations
2. Natural Language Processing (almost) from ScratcharXiv:1103.0398Ronan Collobert, Jason Weston, Leon Bottou, et al.2011 · 6,163 citations
3. Translating Embeddings for Modeling Multi-relational DataConference on Neural Information Processing Systems (NeurIPS)Antoine Bordes, Nicolas Usunier, Alberto Garcia-Durán, et al.2013 · 5,863 citations
4. A Neural Attention Model for Abstractive Sentence SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander M. Rush, Sumit Chopra, Jason Weston2015 · 3,390 citations
5. Reading Wikipedia to Answer Open-Domain QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,283 citations
6. Personalizing Dialogue Agents: I have a dog, do you have pets too?Annual Meeting of the Association for Computational Linguistics (ACL)Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,854 citations
7. Adversarial NLI: A New Benchmark for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Adina Williams, Emily Dinan, et al.2020 · 1,296 citations
8. Key-Value Memory Networks for Directly Reading Documents ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetAlexander Miller et al.2016 · 1,246 citations
9. Recipes for Building an Open-Domain ChatbotConference of the European Chapter of the Association for Computational Linguistics (EACL)Stephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,214 citations
10. Wizard of Wikipedia: Knowledge-Powered Conversational agentsarXiv:1811.01241Emily Dinan, Stephen Roller, Kurt Shuster, et al.2018 · 1,067 citations
11. Curriculum LearningYoshua Bengio, Jérôme Louradour, Ronan Collobert, et al.Mova's core list · 724 citations
12. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsarXiv:1511.02301Felix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 708 citations
13. ELI5: Long Form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Angela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 695 citations
14. Towards AI-Complete Question Answering: A Set of Prerequisite Toy TasksJason Weston, Antoine Bordes, Sumit Chopra, et al.Mova's core list · 555 citations
15. Neural Text Generation with Unlikelihood TrainingarXiv:1908.04319Sean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 513 citations
16. ParlAI: A Dialog Research Software PlatformConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander Miller, Will Feng, Dhruv Batra, et al.2017 · 494 citations
17. Retrieval Augmentation Reduces Hallucination in ConversationarXiv:2104.07567Kurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 392 citations
18. Dialogue Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Sean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 385 citations
19. What makes a good conversation? How controllable attributes affect human judgmentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Abigail See, Stephen Roller, Douwe Kiela, et al.2019 · 374 citations
20. Internet-Augmented Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Mojtaba Komeili, Kurt Shuster, Jason Weston2022 · 354 citations
21. Self-Rewarding Language Models ↗arXiv:2401.10020 · no summary yetWeizhe Yuan et al.2024 · 338 citations
22. Deep learning from temporal coherence in video ↗International Conference on Machine Learning · no summary yetHossein Mobahi, Ronan Collobert, Jason Weston2009 · 331 citations
23. Chain-of-Verification Reduces Hallucination in Large Language ModelsarXiv:2309.11495Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, et al.2023 · 305 citations
24. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 295 citations
25. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsAnnual Meeting of the Association for Computational Linguistics (ACL)Eric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 289 citations
26. Beyond Goldfish Memory: Long-Term Open-Domain Conversation ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJing Xu, Arthur Szlam, Jason Weston2022 · 275 citations
27. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Dinan, Angela Fan, Adina Williams, et al.2020 · 270 citations
28. Retrieve and Refine: Improved Sequence Generation Models For DialogueProceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AIJason Weston, Emily Dinan, Alexander Miller2018 · 259 citations
29. Learning to Speak and Act in a Fantasy Text Adventure GamearXiv:1903.03094Jack Urbanek, Angela Fan, Siddharth Karamcheti, et al.2019 · 243 citations
30. Tracking the World State with Recurrent Entity NetworksInternational Conference on Learning Representations (ICLR)Mikael Henaff, Jason Weston, Arthur Szlam, et al.2016 · 228 citations
31. Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetBraden Hancock et al.2019 · 226 citations
32. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Margaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 217 citations
33. Inference with the Universum ↗International Conference on Machine Learning · no summary yetJason Weston et al.2006 · 212 citations
34. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Sam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
35. Recipes for Safety in Open-domain ChatbotsarXiv:2010.07079Jing Xu, Da Ju, Margaret Li, et al.2020 · 201 citations
36. Semantic Frame Identification with Distributed Word RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Karl Moritz Hermann, Dipanjan Das, Jason Weston, et al.2014 · 154 citations
37. Iterative Reasoning Preference OptimizationConference on Neural Information Processing Systems (NeurIPS)Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, et al.2024 · 153 citations
38. An Entropy-Based Model for Indoor Self-Localization Through Dialogue (Short Paper) ↗arXiv (Cornell University) · no summary yetHarm de Vries et al.2018 · 147 citations
39. Bot-Adversarial Dialogue for Safe Conversational AgentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jing Xu, Da Ju, Margaret Li, et al.2021 · 141 citations
40. Self-Alignment with Instruction BacktranslationarXiv:2308.06259Xian Li, Ping Yu, Chunting Zhou, et al.2023 · 139 citations
41. Image-Chat: Engaging Grounded Conversations ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetKurt Shuster et al.2020 · 135 citations
42. Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt CompletionFindings of the Association for Computational LinguisticsKurt Shuster, Mojtaba Komeili, Leonard Adolphs, et al.2022 · 132 citations
43. Importance of Search and Evaluation Strategies in Neural Dialogue ModelingInternational Natural Language Generation Conference (INLG)Ilia Kulikov, Alexander Miller, Kyunghyun Cho, et al.2019 · 121 citations
44. Multi-Dimensional Gender Bias Classification ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetEmily Dinan et al.2020 · 120 citations
45. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetKurt Shuster et al.2020 · 113 citations
46. Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetDongyeop Kang et al.2019 · 111 citations
47. Evaluating Prerequisite Qualities for Learning End-to-End Dialog SystemsarXiv:1511.06931Jesse Dodge, Andreea Gane, Xiang Zhang, et al.2015 · 111 citations
48. I like fish, especially dolphins: Addressing Contradictions in Dialogue ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Mary Williamson, Mohit Bansal, et al.2021 · 101 citations
49. A general regression technique for learning transductions ↗International Conference on Machine Learning · no summary yetCorinna Cortes, Mehryar Mohri, Jason Weston2005 · 91 citations
50. Self-Taught EvaluatorsarXiv:2408.02666Tianlu Wang, Ilia Kulikov, Olga Golovneva, et al.2024 · 74 citations
51. Byte Latent Transformer: Patches Scale Better Than Tokens ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetArtidoro Pagnoni et al.2025 · 73 citations
52. Branch-Solve-Merge Improves Large Language Model Evaluation and GenerationarXiv:2310.15123Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, et al.2023 · 68 citations
53. Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-JudgeConference on Empirical Methods in Natural Language Processing (EMNLP)Tianhao Wu, Weizhe Yuan, Olga Golovneva, et al.2025 · 64 citations
54. Emergent Translation in Multi-Agent Communication ↗arXiv (Cornell University) · no summary yetJason Lee et al.2017 · 62 citations
55. Finding Generalizable Evidence by Learning to Convince Q&A ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Siddharth Karamcheti, Rob Fergus, et al.2019 · 43 citations
56. Jump to better conclusions: SCAN both left and rightEMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLPJasmijn Bastings, Marco Baroni, Jason Weston, et al.2018 · 38 citations
57. Self-Consistency Preference Optimization ↗arXiv (Cornell University) · no summary yetArchiki Prasad et al.2024 · 28 citations
58. NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions ↗arXiv:2502.13124 · no summary yetWeizhe Yuan et al.2025 · 26 citations
59. Combining labeled and unlabeled data with word-class distribution learning ↗no summary yetYanjun Qi et al.2009 · 26 citations
60. Agent Learning via Early Experience ↗arXiv:2510.08558 · no summary yetKai Zhang et al.2025 · 24 citations
61. Following Length Constraints in InstructionsConference on Empirical Methods in Natural Language Processing (EMNLP)Weizhe Yuan, Ilia Kulikov, Ping Yu, et al.2025 · 22 citations
62. Learning to Reason and Memorize with Self-Notes ↗arXiv:2305.00833 · no summary yetJack Lanchantin et al.2023 · 21 citations
63. Semi-Supervised Sequence Labeling with Self-Learned Features ↗Proceedings · no summary yetYanjun Qi et al.2009 · 20 citations
64. Large Language Model Programs ↗arXiv:2305.05364 · no summary yetImanol Schlag et al.2023 · 18 citations
65. Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2017 · 17 citations
66. Leveraging Implicit Feedback from Deployment Data in Dialogue ↗Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetRichard Yuanzhe Pang et al.2024 · 12 citations
67. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetSwarnadeep Saha et al.2024 · 11 citations
68. Meta CLIP 2: A Worldwide Scaling Recipe ↗neural information processing systems · no summary yetYung-Sung Chuang et al.2025 · 10 citations
69. An Overview of Large Language Models for Statisticians ↗arXiv:2502.17814 · no summary yetWenlong Ji et al.2025 · 10 citations
70. Better Alignment with Instruction Back-and-Forth Translation ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetThao Nguyen et al.2024 · 10 citations
71. System-Level Natural Language Feedback ↗Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWeizhe Yuan, Kyunghyun Cho, Jason Weston2024 · 8 citations
72. Scaling Agent Learning via Experience Synthesis ↗arXiv (Cornell University) · no summary yetChen, Zhaorun et al.2025 · 6 citations
73. ALMA: Alignment with Minimal Annotation ↗arXiv (Cornell University) · no summary yetMichihiro Yasunaga et al.2024 · 6 citations
74. Talk The Walk: Navigating Grids in New York City through Grounded Dialogue ↗no summary yetHarm de Vries et al.2018 · 5 citations
75. Vehicle Community Strategies. ↗arXiv (Cornell University) · no summary yetCinjon Resnick et al.2018 · 3 citations
76. Contextualized Role Interaction for Neural Machine Translation ↗no summary yetDirk Weissenborn et al.2018 · 2 citations
77. Reasoning over mathematical objects: on-policy reward modeling and test time aggregation ↗arXiv (Cornell University) · no summary yetPranjal Aggarwal et al.2026 · 1 citation
78. Thinking Before Thinking: Scaling Agentic Inference Through Meta-Reasoning ↗arXiv (Cornell University) · no summary yetParas Dahal et al.2026
79. GitSwarm: Decentralized Compounding Inference ↗arXiv (Cornell University) · no summary yetVedant Shah et al.2026

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