Tatsunori Hashimoto
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Physics of Superconductivity and Magnetism, Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → Emergent Abilities of Large Language Models(2022)1,022 cited
- → Discovery of directional and nondirectional pioneer transcription factors by modeling DNase profile magnitude and shape(2014)476 cited
- → Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization(2019)364 cited
- → Generating Sentences by Editing Prototypes(2018)291 cited
- → Benchmarking Large Language Models for News Summarization(2024)283 cited
- → Diffusion-LM Improves Controllable Text Generation(2022)237 cited
- → Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale(2023)229 cited
- → Unifying Human and Statistical Evaluation for Natural Language Generation(2019)167 cited
- → The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics(2021)148 cited