Hashimoto, Tatsunori B.
- Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization
2019/11/20 by Shiori Sagawa, Pang Wei Koh, Sagawa, Shiori +5 · 131 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- Diffusion-LM Improves Controllable Text Generation
2022/05/27 by Li, Xiang Lisa, Thickstun, John, Gulrajani, Ishaan +2 · 130 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
2024/04/06 by Yann Dubois, Dubois, Yann, Balázs Galambosi +5 · 130 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
- Benchmarking Large Language Models for News Summarization
2023/01/31 by Tianyi Zhang, Zhang, Tianyi, Faisal Ladhak +9 · 2 voices · 42 citations
#cs.CL #cs.AI #cs.LG
- AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
2023/05/22 by Yann Dubois, Dubois, Yann, Xuechen Li +15 · 63 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
- Fairness Without Demographics in Repeated Loss Minimization
2018/06/20 by Tatsunori Hashimoto, Megha Srivastava, Hashimoto, Tatsunori B. +5 · 24 citations
Social Sciences · Health Professions · Mathematics · #Retirement, Disability, and Employment #Global Health Care Issues #Advanced Causal Inference Techniques
- 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
- Likelihood-Based Diffusion Language Models
2023/05/30 by Gulrajani, Ishaan, Hashimoto, Tatsunori B. · 30 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Proving Test Set Contamination in Black Box Language Models
2023/10/26 by Oren, Yonatan, Meister, Nicole, Chatterji, Niladri +2 · 27 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Unifying Human and Statistical Evaluation for Natural Language Generation
2019/04/04 by Hashimoto, Tatsunori B., Zhang, Hugh, Liang, Percy · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Coder Reviewer Reranking for Code Generation
2022/11/29 by Zhang, Tianyi, Yu, Tao, Hashimoto, Tatsunori B. +4 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Data Feedback Loops: Model-driven Amplification of Dataset Biases
2022/09/08 by Taori, Rohan, Hashimoto, Tatsunori B. · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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
- A Retrieve-and-Edit Framework for Predicting Structured Outputs
2018/12/04 by Hashimoto, Tatsunori B., Guu, Kelvin, Oren, Yonatan +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Autocomplete Systems as a Communication Game
2019/11/16 by Lee, Mina, Hashimoto, Tatsunori B., Liang, Percy · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)