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Wen-tau Yih

  1. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
    2020/05/22 by Patrick Lewis, Ethan Perez, Lewis, Patrick +21 · 10 voices · 2516 citations
    Computer Science · #cs.CL #cs.LG
  2. One Embedder, Any Task: Instruction-Finetuned Text Embeddings
    2022/12/19 by Hongjin Su, Weijia Shi, Su, Hongjin +18 · 3 voices · 66 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  3. REPLUG: Retrieval-Augmented Black-Box Language Models
    2023/01/30 by Weijia Shi, Sewon Min, Shi, Weijia +13 · 1 voice · 163 citations
    Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.CL
  4. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
    2023/05/23 by Sewon Min, Min, Sewon, Kalpesh Krishna +15 · 274 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  5. LEVER: Learning to Verify Language-to-Code Generation with Execution
    2023/02/16 by Ansong Ni, Ni, Ansong, Srini Iyer +11 · 1 voice · 38 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.LG #cs.PL #cs.SE
  6. InCoder: A Generative Model for Code Infilling and Synthesis
    2022/04/12 by Daniel Fried, Armen Aghajanyan, Fried, Daniel +16 · 90 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
  7. QuAC : Question Answering in Context
    2018/08/21 by Eunsol Choi, He He, Choi, Eunsol +13 · 34 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
  8. Improving Passage Retrieval with Zero-Shot Question Generation
    2022/04/15 by Devendra Singh Sachan, Sachan, Devendra Singh, Lewis, Mike +10 · 32 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  9. FLAME: Factuality-Aware Alignment for Large Language Models
    2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 17 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  10. Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
    2020/09/27 by W. Xiong, Xiang Lorraine Li, Xiong, Wenhan +18 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
  11. Dissecting Contextual Word Embeddings: Architecture and Representation
    2018/08/27 by Matthew E. Peters, Peters, Matthew E., Mark E Neumann +5 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Autoregressive Search Engines: Generating Substrings as Document Identifiers
    2022/04/22 by Michele Bevilacqua, Giuseppe Ottaviano, Bevilacqua, Michele +9 · 22 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  13. Memory Layers at Scale
    2024/12/12 by Vincent-Pierre Berges, Berges, Vincent-Pierre, Barlas Oğuz +9 · 1 voice · 13 citations
    Computer Science · Engineering · #cs.CL #cs.AI
  14. How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
    2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 24 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  15. Retrieval-Augmented Multimodal Language Modeling
    2022/11/22 by Michihiro Yasunaga, Yasunaga, Michihiro, Armen Aghajanyan +14 · 22 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Topic Modeling
  16. Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
    2024/11/07 by Weixin Liang, Lili Yu, Liang Luo +8 · 6 voices · 10 citations
    Computer Science · #cs.CL
  17. CRAG -- Comprehensive RAG Benchmark
    2024/06/07 by Xiao Yang, Kai Sun, Yang, Xiao +51 · 35 citations
    Medicine · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  18. Task-aware Retrieval with Instructions
    2022/11/16 by Akari Asai, Asai, Akari, Timo Schick +13 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  19. Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
    2024/03/12 by Sainbayar Sukhbaatar, Olga Golovneva, Sukhbaatar, Sainbayar +19 · 20 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  20. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
    2024/11/21 by Akari Asai, Asai, Akari, Jacqueline He +50 · 2 voices · 22 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
  21. Reliable, Adaptable, and Attributable Language Models with Retrieval
    2024/03/05 by Akari Asai, Zexuan Zhong, Asai, Akari +11 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  22. UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
    2021/10/14 by Yuning Mao, Mao, Yuning, Lambert Mathias +13 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  23. DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
    2022/04/21 by Yung-Sung Chuang, Chuang, Yung-Sung, Rumen Dangovski +17 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  24. Meta CLIP 2: A Worldwide Scaling Recipe
    2025/07/29 by Yung-Sung Chuang, Li Yang, Chuang, Yung-Sung +32 · 1 voice · 15 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.CV
  25. Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
    2024/05/29 by Minghan Li, Xilun Chen, Ari Holtzman +4 · 1 voice · 6 citations
    Computer Science · #cs.CL
  26. ReasonIR: Training Retrievers for Reasoning Tasks
    2025/04/29 by Rulin Shao, Shao, Rulin, Rui Qiao +19 · 40 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  27. Nonparametric Masked Language Modeling
    2022/12/02 by Sewon Min, Min, Sewon, Weijia Shi +11 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  28. RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering
    2022/10/25 by Victor W. Zhong, Weijia Shi, Zhong, Victor +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Coder Reviewer Reranking for Code Generation
    2022/11/29 by Tianyi Zhang, Zhang, Tianyi, Changyuan Yu +10 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
  30. The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus
    2021/12/18 by Aleksandra Piktus, Piktus, Aleksandra, Fabio Petroni +19 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  31. Instruction-tuned Language Models are Better Knowledge Learners
    2024/02/20 by Zhengbao Jiang, Zhiqing Sun, Jiang, Zhengbao +15 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  32. MoDE: CLIP Data Experts via Clustering
    2024/04/24 by Jiawei Ma, Ma, Jiawei, Po-Yao Huang +13 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Domain-matched Pre-training Tasks for Dense Retrieval
    2021/07/28 by Barlas Oğuz, Oğuz, Barlas, Kushal Lakhotia +19 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
    2021/10/13 by Xilun Chen, Chen, Xilun, Kushal Lakhotia +15 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Genomics and Phylogenetic Studies
  35. Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
    2019/10/11 by Ziyu Yao, Yao, Ziyu, Yu Su +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. Altogether: Image Captioning via Re-aligning Alt-text
    2024/10/22 by Hu Xu, Po-Yao Huang, Xu, Hu +23 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  37. SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
    2025/02/13 by Yung-Sung Chuang, Chuang, Yung-Sung, Benjamin Cohen-Wang +15 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
  38. FlowQA: Grasping Flow in History for Conversational Machine Comprehension
    2018/10/06 by Hsin-Yuan Huang, Huang, Hsin-Yuan, Eunsol Choi +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  39. Reasoning about Actions and State Changes by Injecting Commonsense\n Knowledge
    2018/08/29 by Niket Tandon, Tandon, Niket, Bhavana Dalvi Mishra +10 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  40. QuaRel: A Dataset and Models for Answering Questions about Qualitative\n Relationships
    2018/11/19 by Oyvind Tafjord, Tafjord, Oyvind, Peter Clark +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
    2022/11/18 by Minghan Li, Li, Minghan, Sheng-Chieh Lin +13 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  42. On the Efficacy of Adversarial Data Collection for Question Answering:\n Results from a Large-Scale Randomized Study
    2021/06/01 by Divyansh Kaushik, Kaushik, Divyansh, Douwe Kiela +5 · 2 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  43. Improving Factuality with Explicit Working Memory
    2024/12/24 by Mingda Chen, Chen, Mingda, Yang Li +12 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Software Engineering Research #Topic Modeling
  44. Learning Semantic Representations for the Phrase Translation Model
    2013/11/28 by Jianfeng Gao, Gao, Jianfeng, Xiaodong He +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  45. Learning to Reason for Factuality
    2025/08/07 by Xilun Chen, Chen, Xilun, Ilia Kulikov +13 · 11 citations
    Computer Science · #cs.CL
  46. Basic Reasoning with Tensor Product Representations
    2016/01/12 by Paul Smolensky, Smolensky, Paul, Moontae Lee +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
    2025/02/25 by Xueguang Ma, Ma, Xueguang, Xi Victoria Lin +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  48. Policy Shaping and Generalized Update Equations for Semantic Parsing\n from Denotations
    2018/09/04 by Dipendra Misra, Ming‐Wei Chang, Misra, Dipendra +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  49. Everything Happens for a Reason: Discovering the Purpose of Actions in\n Procedural Text
    2019/09/10 by Bhavana Dalvi Mishra, Mishra, Bhavana Dalvi, Niket Tandon +8 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  50. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
    2021/01/01 by Sewon Min, Jordan Boyd‐Graber, Min, Sewon +103 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cardiac Valve Diseases and Treatments #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  51. Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
    2023/05/23 by Mingda Chen, Chen, Mingda, Xilun Chen +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  52. Adapting Pretrained Text-to-Text Models for Long Text Sequences
    2022/09/21 by Wenhan Xiong, Anchit Gupta, Xiong, Wenhan +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  53. Learning Multi-Relational Semantics Using Neural-Embedding Models
    2014/11/14 by Bishan Yang, Wen-tau Yih, Yang, Bishan +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  54. ConfRAG: Confidence-Guided Retrieval-Augmenting Generation
    2025/06/08 by Yin Huang, Yifan Ethan Xu, Huang, Yin +26 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  55. Natural Language to Structured Query Generation via Meta-Learning
    2018/03/02 by Po-Sen Huang, Chenglong Wang, Huang, Po-Sen +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  56. Continual Learning via Sparse Memory Finetuning
    2025/10/16 by Jessy Lin, Luke Zettlemoyer, Lin, Jessy +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  57. HoneyBee: Data Recipes for Vision-Language Reasoners
    2025/10/14 by Hritik Bansal, Sachan, Devendra Singh, Bansal, Hritik +11 · 4 citations
    Computer Science · #Semantic Web and Ontologies
  58. ImpRAG: Retrieval-Augmented Generation with Implicit Queries
    2025/06/02 by Wenzheng Zhang, Xi Lin, Zhang, Wenzheng +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Topic Modeling
  59. Group-Level Data Selection for Efficient Pretraining
    2025/02/20 by Zichun Yu, Yu, Zichun, Fei Peng +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification