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Dan Klein

  1. Discovering Latent Knowledge in Language Models Without Supervision
    2022/12/07 by Collin Burns, Burns, Collin, Haotian Ye +5 · 5 voices · 120 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
    2025/04/27 by Lakshya A Agrawal, Agrawal, Lakshya A, Shangyin Tan +33 · 7 voices · 70 citations
    Computer Science · #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG #cs.SE
  3. Poisoning Language Models During Instruction Tuning
    2023/05/01 by Alexander Wan, Wan, Alexander, Eric Wallace +5 · 3 voices · 41 citations
    Computer Science · #Adversarial Robustness in Machine Learning #cs.CL #cs.CR #cs.LG
  4. Calibrate Before Use: Improving Few-Shot Performance of Language Models
    2021/02/19 by Tony Z. Zhao, Eric Wallace, Zhao, Tony Z. +7 · 2 voices · 113 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  5. Speaker-Follower Models for Vision-and-Language Navigation
    2018/06/07 by Daniel Fried, Fried, Daniel, Ronghang Hu +17 · 27 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Speech Recognition and Synthesis
  6. Modular Multitask Reinforcement Learning with Policy Sketches
    2016/11/06 by Jacob Andreas, Andreas, Jacob, Dan Klein +3 · 14 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
  7. Semantic Evaluation for Text-to-SQL with Distilled Test Suites
    2020/10/06 by Ruiqi Zhong, Tao Yu, Zhong, Ruiqi +3 · 13 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling #Data Quality and Management
  8. Re3: Generating Longer Stories With Recursive Reprompting and Revision
    2022/10/13 by Kevin Yang, Yuandong Tian, Yang, Kevin +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Ghostbuster: Detecting Text Ghostwritten by Large Language Models
    2023/05/24 by Vivek Kumar Verma, Eve Fleisig, Verma, Vivek +5 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  10. Constituency Parsing with a Self-Attentive Encoder
    2018/05/02 by Nikita Kitaev, Kitaev, Nikita, Dan Klein +1 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  11. Learning by Distilling Context
    2022/09/30 by Charlie Snell, Dan Klein, Snell, Charlie +3 · 10 citations
    Computer Science · Materials Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
  12. What Evidence Do Language Models Find Convincing?
    2024/02/19 by Alexander Wan, Eric Wallace, Wan, Alexander +3 · 2 voices · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  13. Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination
    2024/06/13 by Eve Fleisig, Fleisig, Eve, Genevieve Smith +9 · 15 citations
    Computer Science · #Text Readability and Simplification #Topic Modeling
  14. Measuring General Intelligence with Generated Games
    2025/05/12 by Vivek Kr Verma, Vivek Verma, Verma, Vivek +8 · 2 voices · 7 citations
    Computer Science · #Artificial Intelligence in Games #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  15. Can Language Models Learn to Listen?
    2023/08/21 by Evonne Ng, Ng, Evonne, Sanjay Subramanian +9 · 10 citations
    Computer Science · Psychology · #Face recognition and analysis #Emotion and Mood Recognition #Speech and Audio Processing
  16. Learning to Model the World with Language
    2023/07/31 by Jessy Lin, Lin, Jessy, Yuqing Du +11 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  17. Multilingual Constituency Parsing with Self-Attention and Pre-Training
    2018/12/31 by Nikita Kitaev, Kitaev, Nikita, Steven Cao +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  18. Learning to Compose Neural Networks for Question Answering
    2016/01/07 by Jacob Andreas, Marcus Rohrbach, Andreas, Jacob +5 · 2 voices
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #cs.CL #cs.CV #cs.NE
  19. Learning Dependency-Based Compositional Semantics
    2011/09/30 by Percy Liang, Liang, Percy, Michael I. Jordan +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  20. Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
    2016/03/29 by Greg Durrett, Taylor Berg-Kirkpatrick, Durrett, Greg +3 · 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
  21. Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
    2016/04/04 by Matthew Francis-Landau, Greg Durrett, Francis-Landau, Matthew +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  22. PREADD: Prefix-Adaptive Decoding for Controlled Text Generation
    2023/07/06 by Jonathan Pei, Kevin Yang, Pei, Jonathan +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  23. Decomposing Complex Queries for Tip-of-the-tongue Retrieval
    2023/05/24 by Kevin Lin, Kyle Lo, Lin, Kevin +5 · 2 voices · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #cs.CL #cs.IR
  24. Constrained Language Models Yield Few-Shot Semantic Parsers
    2021/04/18 by Richard Shin, Shin, Richard, Christopher H. Lin +17 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  25. Enough Coin Flips Can Make LLMs Act Bayesian
    2025/03/06 by Ritwik Gupta, Rodolfo Corona, Gupta, Ritwik +11 · 1 voice · 4 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  26. Predicting Emergent Capabilities by Finetuning
    2024/11/25 by Charlie Snell, Eric Wallace, Snell, Charlie +5 · 1 voice · 3 citations
    Decision Sciences · #Complex Systems and Decision Making #cs.CL #cs.LG
  27. Neural CRF Parsing
    2015/07/13 by Greg Durrett, Dan Klein, Durrett, Greg +1 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications
  28. Translating Neuralese
    2017/04/23 by Jacob Andreas, Anca D. Dragan, Andreas, Jacob +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
  29. CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval
    2024/04/28 by Yizhou Chi, Chi, Yizhou, Jessy Lin +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  30. THOUGHTSCULPT: Reasoning with Intermediate Revision and Search
    2024/04/09 by Yizhou Chi, Kevin Yang, Chi, Yizhou +3 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Logic, Reasoning, and Knowledge
  31. optimizeanything: Unified Text Optimization can Outperform Specialized Systems
    2026/05/19 by Lakshya A Agrawal, Donghyun Lee, Shangyin Tan +11 · 1 voice
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE #cs.SE
  32. Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections
    2021/04/10 by Ruiqi Zhong, Zhong, Ruiqi, Kristy Lee +5 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  33. Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL
    2022/05/25 by Ruiqi Zhong, Charlie Snell, Zhong, Ruiqi +5 · 1 citation
    Computer Science · #Software Engineering Research #Topic Modeling #Natural Language Processing Techniques
  34. Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction
    2022/12/20 by Boyi Li, Rodolfo Corona, Li, Boyi +17 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  35. Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection
    2023/05/24 by Vyoma Raman, Raman, Vyoma, Eve Fleisig +3 · 1 citation
    Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research
  36. Pose Priors from Language Models
    2024/05/06 by Sanjay Subramanian, Subramanian, Sanjay, Evonne Ng +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  37. Explaining Datasets in Words: Statistical Models with Natural Language Parameters
    2024/09/13 by Ruiqi Zhong, Zhong, Ruiqi, Heng Wang +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  38. Open-Ended CT Volume Segmentation with Weak Supervision from Language
    2026/07/28 by Sanjay Subramanian, Junwei Yu, Zirui Wang +5
    #cs.CV