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Tatsunori Hashimoto

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 547 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
    2024/09/06 by Chenglei Si, Diyi Yang, Si, Chenglei +3 · 23 voices · 81 citations
    Social Sciences · #Wikis in Education and Collaboration #cs.AI #cs.CL #cs.CY #cs.HC #cs.LG
  3. s1: Simple test-time scaling
    2025/01/31 by Niklas Muennighoff, Muennighoff, Niklas, Zitong Yang +18 · 30 voices · 378 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications
  4. Emergent Abilities of Large Language Models
    2022/06/15 by Jason Wei, Yi Tay, Wei, Jason +30 · 17 voices · 263 citations
    Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms
  5. Whose Opinions Do Language Models Reflect?
    2023/03/30 by Shibani Santurkar, Esin Durmus, Santurkar, Shibani +9 · 2 voices · 122 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
  6. Pre-training under infinite compute
    2025/09/18 by Konwoo Kim, Kim, Konwoo, Suhas Kotha +5 · 7 voices · 5 citations
    Computer Science · #Topic Modeling #Machine Learning and Data Classification #Natural Language Processing Techniques
  7. Learning to (Learn at Test Time): RNNs with Expressive Hidden States
    2024/07/05 by Yu Sun, Xinhao Li, Sun, Yu +22 · 1 voice · 56 citations
    Computer Science · #Topic Modeling
  8. Foundation Models and Fair Use
    2023/03/28 by Peter Henderson, Xuechen Li, Henderson, Peter +9 · 7 voices · 11 citations
    Business, Management and Accounting · Computer Science · #Copyright and Intellectual Property #Digital Rights Management and Security #Law, AI, and Intellectual Property #cs.AI #cs.CY #cs.LG
  9. Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization
    2019/11/20 by Shiori Sagawa, Sagawa, Shiori, Pang Wei Koh +5 · 134 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  10. Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
    2024/04/06 by Yann Dubois, Balázs Galambosi, Dubois, Yann +5 · 131 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  11. Contrastive Decoding: Open-ended Text Generation as Optimization
    2022/10/27 by Xiang Lisa Li, Ari Holtzman, Li, Xiang Lisa +12 · 83 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 #Text Readability and Simplification #Topic Modeling
  12. Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
    2023/09/14 by Federico Bianchi, Mirac Süzgün, Mirac Suzgun +12 · 2 voices · 50 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
  13. AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
    2023/05/22 by Yann Dubois, Dubois, Yann, Xuechen Li +15 · 64 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  14. OpenThoughts: Data Recipes for Reasoning Models
    2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 64 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
  15. Synthetic continued pretraining
    2024/09/11 by Zitong Yang, Yang, Zitong, Neil Band +8 · 2 voices · 21 citations
    Chemistry · Computer Science · #Organometallic Complex Synthesis and Catalysis #Model-Driven Software Engineering Techniques
  16. Identifying the Risks of LM Agents with an LM-Emulated Sandbox
    2023/09/25 by Yangjun Ruan, Honghua Dong, Ruan, Yangjun +15 · 64 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  17. Large Language Models Can Be Strong Differentially Private Learners
    2021/10/12 by Xuechen Li, Li, Xuechen, Florian Tramèr +5 · 43 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
  18. Robust Distortion-free Watermarks for Language Models
    2023/07/28 by Rohith Kuditipudi, John Thickstun, Kuditipudi, Rohith +5 · 50 citations
    Computer Science · #Topic Modeling #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
  19. Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks
    2023/02/11 by Daniel Kang, Xuechen Li, Kang, Daniel +9 · 40 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  20. The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
    2025/06/25 by Chenglei Si, Tatsunori Hashimoto, Si, Chenglei +3 · 7 voices · 15 citations
    Medicine · Engineering · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education
  21. Fairness Without Demographics in Repeated Loss Minimization
    2018/06/20 by Tatsunori Hashimoto, Hashimoto, Tatsunori B., Megha Srivastava +5 · 25 citations
    Social Sciences · Health Professions · Mathematics · #Retirement, Disability, and Employment #Global Health Care Issues #Advanced Causal Inference Techniques
  22. A Survey on Data Selection for Language Models
    2024/02/26 by Alon Albalak, Yanai Elazar, Albalak, Alon +25 · 41 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  23. One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention
    2023/07/07 by Arvind V. Mahankali, Mahankali, Arvind, Tatsunori Hashimoto +3 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  24. Language Models with Conformal Factuality Guarantees
    2024/02/15 by Christopher Mohri, Tatsunori Hashimoto, Mohri, Christopher +1 · 22 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
  25. Distributionally Robust Language Modeling
    2019/09/04 by Yonatan Oren, Shiori Sagawa, Oren, Yonatan +5 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models
    2023/02/26 by Kaitlyn Zhou, Dan Jurafsky, Zhou, Kaitlyn +3 · 15 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Natural Language Processing Techniques
  27. Observational Scaling Laws and the Predictability of Language Model Performance
    2024/05/17 by Yangjun Ruan, Ruan, Yangjun, Chris J. Maddison +3 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  28. One-Minute Video Generation with Test-Time Training
    2025/04/07 by Karan Dalal, Dalal, Karan, Koceja, Daniel +26 · 37 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  29. The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
    2021/02/02 by Sebastian Gehrmann, Tosin Adewumi, Gehrmann, Sebastian +109 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  30. Linguistic Calibration of Long-Form Generations
    2024/03/30 by Neil Band, Band, Neil, Xuechen Li +5 · 12 citations
    Computer Science · #Natural Language Processing Techniques
  31. Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
    2022/10/17 by Daniel Kang, Tatsunori Hashimoto, Kang, Daniel +5 · 6 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Medical Imaging Techniques and Applications #Advanced Neural Network Applications
  32. Reasoning to Learn from Latent Thoughts
    2025/03/24 by Yangjun Ruan, Ruan, Yangjun, Neil Band +5 · 1 voice · 14 citations
    #cs.LG #cs.AI #cs.CL
  33. Improved Natural Language Generation via Loss Truncation
    2020/04/30 by Daniel Kang, Kang, Daniel, Tatsunori Hashimoto +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Improving Pretraining Data Using Perplexity Correlations
    2024/09/09 by Tristan Thrush, Thrush, Tristan, Christopher Potts +3 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  35. Out-of-Domain Robustness via Targeted Augmentations
    2023/02/23 by Irena Gao, Gao, Irena, Shiori Sagawa +7 · 4 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
  36. Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
    2024/01/29 by Ian Covert, Covert, Ian, Chanwoo Kim +8 · 2 voices · 3 citations
    Computer Science · #Machine Learning and Data Classification
  37. Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
    2021/06/07 by Dorottya Demszky, Jing Liu, Demszky, Dorottya +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  38. Generating Sentences by Editing Prototypes
    2017/09/26 by Kelvin Guu, Tatsunori Hashimoto, Guu, Kelvin +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  39. MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
    2023/10/30 by Allen Nie, Yuhui Zhang, Nie, Allen +8 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  40. Robustness to Spurious Correlations via Human Annotations
    2020/07/13 by Megha Srivastava, Tatsunori Hashimoto, Srivastava, Megha +3 · 3 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  41. Eliciting Language Model Behaviors with Investigator Agents
    2025/02/03 by Xiang Lisa Li, Li, Xiang Lisa, Neil Chowdhury +11 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  42. End-to-End Test-Time Training for Long Context
    2025/12/29 by Arnuv Tandon, Karan Dalal, Xinhao Li +11 · 5 voices · 1 citation
    Computer Science · #cs.LG
  43. Distributionally Robust Models with Parametric Likelihood Ratios
    2022/04/13 by Paul Michel, Michel, Paul, Tatsunori Hashimoto +3 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification
  44. When Does Differentially Private Learning Not Suffer in High Dimensions?
    2022/07/01 by Xuechen Li, Li, Xuechen, Daogao Liu +11 · 2 citations
    Computer Science · Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  45. Trustless Audits without Revealing Data or Models
    2024/04/06 by Suppakit Waiwitlikhit, Waiwitlikhit, Suppakit, Ion Stoica +7 · 3 citations
    Computer Science · #Blockchain Technology Applications and Security
  46. The Future of Open Human Feedback
    2024/08/15 by Shachar Don-Yehiya, Ben Burtenshaw, Don-Yehiya, Shachar +37 · 4 citations
    Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
  47. Towards Execution-Grounded Automated AI Research
    2026/01/20 by Chenglei Si, Zitong Yang, Yejin Choi +3 · 2 voices
    Computer Science · #cs.CL #cs.AI #cs.LG
  48. Auditing Prompt Caching in Language Model APIs
    2025/02/11 by Chenchen Gu, Gu, Chenchen, Xiang Lisa Li +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Service-Oriented Architecture and Web Services #Speech and dialogue systems
  49. Where's the Liability in Harmful AI Speech?
    2023/08/09 by Peter Henderson, Tatsunori Hashimoto, Henderson, Peter +3 · 1 citation
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Ethics and Social Impacts of AI #Artificial Intelligence in Law
  50. Is Importance Weighting Incompatible with Interpolating Classifiers?
    2021/12/24 by Ke Alexander Wang, Wang, Ke Alexander, Niladri S. Chatterji +5 · 1 citation
    Computer Science · #Neural Networks and Applications
  51. Graph-based Uncertainty Metrics for Long-form Language Model Outputs
    2024/10/28 by Mingjian Jiang, Jiang, Mingjian, Yangjun Ruan +7 · 1 citation
    Computer Science · #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #Natural Language Processing Techniques
  52. LLM Detection as an Intervention: Downstream Impact under Strategic User Behavior
    2026/07/21 by Meena Jagadeesan, Tatsunori Hashimoto, Jon Kleinberg
    #cs.AI #cs.GT
  53. ASO Visual Abstract: TMPRSS4 Expression Predicts Survival and Benefit From Neoadjuvant Chemotherapy in Pancreatic Cancer
    2026/07/30 by Kenta Baba, Takeshi Sudo, Atsushi Yamaguchi +12
  54. Will Scaling Improve Social Simulation with LLMs?
    2026/07/29 by Caleb Ziems, William Held, Su Doga Karaca +3
    Computer Science · #cs.CL