🧑‍🔬 Wen-tau Yih — all works

73 works · ← Wen-tau Yih

1. Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksarXiv:2005.11401Patrick Lewis, Ethan Perez, Aleksandra Piktus, et al.2020 · 6,256 citations
2. Dense Passage Retrieval for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Vladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,421 citations
3. Linguistic Regularities in Continuous Space Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,513 citations
4. Embedding Entities and Relations for Learning and Inference in Knowledge BasesarXiv:1412.6575Bishan Yang, Wen-tau Yih, Xiaodong He, et al.2014 · 2,370 citations
5. WikiQA: A Challenge Dataset for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yi Yang, Wen-tau Yih, Christopher Meek2015 · 1,138 citations
6. QuAC: Question Answering in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Eunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,066 citations
7. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 987 citations
8. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 966 citations
9. The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Matthew Richardson, Chris Meek, et al.2016 · 722 citations
10. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 692 citations
11. A Linear Programming Formulation for Global Inference in Natural Language TasksConference on Computational Natural Language Learning (CoNLL)Dan Roth, Wen-tau Yih2004 · 650 citations
12. Dissecting Contextual Word Embeddings: Architecture and RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP)Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 592 citations
13. Cross-Sentence N-ary Relation Extraction with Graph LSTMsTransactions of the Association for Computational Linguistics (TACL)Nanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 557 citations
14. The Importance of Syntactic Parsing and Inference in Semantic Role LabelingComputational LinguisticsVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 542 citations
15. REPLUG: Retrieval-Augmented Black-Box Language ModelsarXiv:2301.12652Weijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 492 citations
16. Semantic Parsing for Single-Relation Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Xiaodong He, Christopher Meek2014 · 489 citations
17. Search-based Neural Structured Learning for Sequential Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 330 citations
18. InCoder: A Generative Model for Code Infilling and Synthesis ↗arXiv:2204.05999 · no summary yetDaniel Fried et al.2023 · 300 citations
19. Learning Discriminative Projections for Text Similarity MeasuresConference on Computational Natural Language Learning (CoNLL)Wen-tau Yih, Kristina Toutanova, John C. Platt, et al.2011 · 277 citations
20. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Weijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 249 citations
21. Integer linear programming inference for conditional random fields ↗International Conference on Machine Learning · no summary yetDan Roth, Wen-tau Yih2005 · 226 citations
22. Semantic Role Labeling Via Integer Linear Programming Inference ↗COLING 2004: Proceedings of the 20th International Conference on Computational Linguistics · no summary yetVasin Punyakanok et al.2004 · 226 citations
23. Unsupervised Question Decomposition for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 222 citations
24. Blockwise Self-Attention for Long Document Understanding ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetJiezhong Qiu et al.2020 · 219 citations
25. Global Inference for Entity and Relation Identification via a Linear Programming Formulation ↗The MIT Press eBooks · no summary yetDan Roth, Wen-tau Yih2007 · 204 citations
26. Improving Passage Retrieval with Zero-Shot Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Devendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 199 citations
27. One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsarXiv:2212.09741Hongjin Su, Weijia Shi, Jungo Kasai, et al.2022 · 194 citations
28. Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetBhavana Dalvi et al.2018 · 181 citations
29. Generalized Inference with Multiple Semantic Role Labeling Systems ↗Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) · no summary yetPeter Koomen et al.2005 · 174 citations
30. Efficient One-Pass End-to-End Entity Linking for Questions ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetBelinda Z. Li et al.2020 · 172 citations
31. The necessity of syntactic parsing for semantic role labeling ↗no summary yetVasin Punyakanok, Dan Roth, Wen-tau Yih2005 · 166 citations
32. Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetKristina Toutanova et al.2016 · 162 citations
33. Probabilistic Reasoning for Entity & Relation Recognition ↗COLING 2002: The 19th International Conference on Computational Linguistics · no summary yetDan Roth, Wen-tau Yih2002 · 159 citations
34. Natural Language to Structured Query Generation via Meta-Learning ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetPo-Sen Huang et al.2018 · 149 citations
35. One Embedder, Any Task: Instruction-Finetuned Text Embeddings ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetHongjin Su et al.2023 · 135 citations
36. Task-aware Retrieval with InstructionsFindings of the Association for Computational LinguisticsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 132 citations
37. Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Wen-tau Yih2020 · 129 citations
38. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetNiket Tandon et al.2018 · 129 citations
39. Learning and inference over constrained output ↗no summary yetVasin Punyakanok et al.2005 · 127 citations
40. LEVER: Learning to Verify Language-to-Code Generation with ExecutionarXiv:2302.08468Ansong Ni, Srini Iyer, Dragomir Radev, et al.2023 · 126 citations
41. How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense RetrievalFindings of the Association for Computational LinguisticsSheng-Chieh Lin, Akari Asai, Minghan Li, et al.2023 · 116 citations
42. Mapping Dependencies Trees: An Application to Question Answering ↗no summary yetVasin Punyakanok, Dan Roth, Wen-tau Yih2003 · 107 citations
43. Retrieval-Augmented Multimodal Language Modeling ↗arXiv:2211.12561 · no summary yetMichihiro Yasunaga et al.2022 · 104 citations
44. FlowQA: Grasping Flow in History for Conversational Machine Comprehension ↗arXiv (Cornell University) · no summary yetHsin-Yuan Huang, Eunsol Choi, Wen-tau Yih2018 · 98 citations
45. Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study ↗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 yetZiyu Yao et al.2019 · 96 citations
46. Relational learning via propositional algorithms: an information extraction case study ↗no summary yetDan Roth, Wen-tau Yih2001 · 94 citations
47. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs ↗arXiv:2411.14199 · no summary yetAkari Asai et al.2024 · 62 citations
48. Nonparametric Masked Language Modeling ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetSewon Min et al.2023 · 62 citations
49. Coder Reviewer Reranking for Code Generation ↗arXiv:2211.16490 · no summary yetTianyi Zhang et al.2022 · 52 citations
50. Instruction-tuned Language Models are Better Knowledge Learners ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhengbao Jiang et al.2024 · 47 citations
51. Reliable, Adaptable, and Attributable Language Models with RetrievalarXiv:2403.03187Akari Asai, Zexuan Zhong, Danqi Chen, et al.2024 · 45 citations
52. Synthesizing scientific literature with retrieval-augmented language models ↗Nature · no summary yetAkari Asai et al.2026 · 42 citations
53. ReasonIR: Training Retrievers for Reasoning Tasks ↗arXiv (Cornell University) · no summary yetRulin Shao et al.2025 · 41 citations
54. Semantic Role Labeling Via Generalized Inference Over Classifiers ↗Proceedings of the Eighth Conference on Computational Natural Language Learning (CoNLL-2004) at HLT-NAACL 2004 · no summary yetVasin Punyakanok et al.2004 · 38 citations
55. RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetVictor Zhong et al.2023 · 28 citations
56. Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models ↗arXiv:2411.04996 · Transactions on Machine Learning Research (2025), ISSN: 2835-8856 · no summary yetWeixin Liang et al.2024 · 25 citations
57. Question-Answering via Enhanced Understanding of Questions. ↗no summary yetDan Roth et al.2002 · 22 citations
58. Large Language Model Programs ↗arXiv:2305.05364 · no summary yetImanol Schlag et al.2023 · 18 citations
59. MoDE: CLIP Data Experts via Clustering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiawei Ma et al.2024 · 15 citations
60. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense RetrieversAnnual Meeting of the Association for Computational Linguistics (ACL)Xueguang Ma, Xi Victoria Lin, Barlas Oguz, et al.2025 · 13 citations
61. Meta CLIP 2: A Worldwide Scaling Recipe ↗neural information processing systems · no summary yetYung-Sung Chuang et al.2025 · 10 citations
62. Learning Components for A Question-Answering System. ↗no summary yetDan Roth et al.2001 · 8 citations
63. Altogether: Image Captioning via Re-aligning Alt-text ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetHu Xu et al.2024 · 6 citations
64. Memory Layers at Scale ↗arXiv (Cornell University) · no summary yetVincent-Pierre Berges et al.2024 · 5 citations
65. Improving Factuality with Explicit Working Memory ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMingda Chen et al.2025 · 4 citations
66. Continual Learning via Sparse Memory Finetuning ↗arXiv (Cornell University) · no summary yetJessy Lin et al.2025 · 3 citations
67. Learning via Inference over Structurally Constrained Output ↗no summary yetVasin Punyakanok et al.2004 · 2 citations
68. Demonstrating an Interactive Semantic Role Labeling System ↗Proceedings of HLT/EMNLP 2005 Interactive Demonstrations · no summary yetVasin Punyakanok et al.2005 · 1 citation
69. Anchored Decoding: Provably Reducing Copyright Risk for Any Language Model ↗arXiv (Cornell University) · no summary yetJacqueline He et al.2026
70. Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall ↗arXiv:2609.01532 · no summary yetJacqueline He et al.2026
71. Context Language Models ↗arXiv (Cornell University) · no summary yetRulin Shao et al.2026
72. NLP for Precision Medicine ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetHoifung Poon et al.2017
73. Learning and inference for information extraction ↗no summary yetDan Roth, Wen-tau Yih2005

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