Tatsunori B. Hashimoto

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 41

Top Topics

Loss Minimization

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen R. McKeown, Tatsunori B. Hashimoto
Benchmarking Large Language Models for News Summarization. Trans. Assoc. Comput. Linguistics 12 (2024)
Yann Dubois, Balázs Galambosi, Percy Liang, Tatsunori B. Hashimoto
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators. CoRR (2024)
Yonatan Oren, Nicole Meister, Niladri S. Chatterji, Faisal Ladhak, Tatsunori B. Hashimoto
Proving Test Set Contamination in Black Box Language Models. CoRR (2023)
Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen R. McKeown, Tatsunori B. Hashimoto
Benchmarking Large Language Models for News Summarization. CoRR (2023)
Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback. CoRR (2023)
Ishaan Gulrajani, Tatsunori B. Hashimoto
Likelihood-Based Diffusion Language Models. NeurIPS (2023)
Allen Nie, Yuhui Zhang, Atharva Amdekar, Chris Piech, Tatsunori B. Hashimoto, Tobias Gerstenberg
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks. NeurIPS (2023)
Ishaan Gulrajani, Tatsunori B. Hashimoto
Likelihood-Based Diffusion Language Models. CoRR (2023)
Jiayi Li, Rohan Taori, Tatsunori B. Hashimoto
Benchmarking Multi-Domain Active Learning on Image Classification. CoRR (2023)
Arvind Mahankali, Tatsunori B. Hashimoto, Tengyu Ma
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention. CoRR (2023)
Yann Dubois, Chen Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback. NeurIPS (2023)
Xiang Li, John Thickstun, Ishaan Gulrajani, Percy Liang, Tatsunori B. Hashimoto
Diffusion-LM Improves Controllable Text Generation. NeurIPS (2022)
Xuechen Li, Daogao Liu, Tatsunori B. Hashimoto, Huseyin A. Inan, Janardhan Kulkarni, Yin-Tat Lee, Abhradeep Guha Thakurta
When Does Differentially Private Learning Not Suffer in High Dimensions? NeurIPS (2022)
Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, Mike Lewis, Wen-tau Yih, Daniel Fried, Sida I. Wang
Coder Reviewer Reranking for Code Generation. CoRR (2022)
Xiang Lisa Li, John Thickstun, Ishaan Gulrajani, Percy Liang, Tatsunori B. Hashimoto
Diffusion-LM Improves Controllable Text Generation. CoRR (2022)
Rohan Taori, Tatsunori B. Hashimoto
Data Feedback Loops: Model-driven Amplification of Dataset Biases. CoRR (2022)
Yann Dubois, Stefano Ermon, Tatsunori B. Hashimoto, Percy Liang
Improving Self-Supervised Learning by Characterizing Idealized Representations. NeurIPS (2022)
Tianyi Zhang, Mina Lee, Lisa Li, Ende Shen, Tatsunori B. Hashimoto
TempLM: Distilling Language Models into Template-Based Generators. CoRR (2022)
Tong Mu, Yash Chandak, Tatsunori B. Hashimoto, Emma Brunskill
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits. NeurIPS (2022)
Megha Srivastava, Tatsunori B. Hashimoto, Percy Liang
Robustness to Spurious Correlations via Human Annotations. ICML (2020)
Megha Srivastava, Tatsunori B. Hashimoto, Percy Liang
Robustness to Spurious Correlations via Human Annotations. CoRR (2020)
Shiori Sagawa, Pang Wei Koh, Tatsunori B. Hashimoto, Percy Liang
Distributionally Robust Neural Networks. ICLR (2020)
Emma Pierson, Pang Wei Koh, Tatsunori B. Hashimoto, Daphne Koller, Jure Leskovec, Nick Eriksson, Percy Liang
Inferring Multidimensional Rates of Aging from Cross-Sectional Data. AISTATS (2019)
Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang
Unifying Human and Statistical Evaluation for Natural Language Generation. NAACL-HLT (1) (2019)
Shiori Sagawa, Pang Wei Koh, Tatsunori B. Hashimoto, Percy Liang
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization. CoRR (2019)
Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang
Distributionally Robust Language Modeling. EMNLP/IJCNLP (1) (2019)
Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang
Distributionally Robust Language Modeling. CoRR (2019)
Mina Lee, Tatsunori B. Hashimoto, Percy Liang
Learning Autocomplete Systems as a Communication Game. CoRR (2019)
Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang
Unifying Human and Statistical Evaluation for Natural Language Generation. CoRR (2019)
Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang
Fairness Without Demographics in Repeated Loss Minimization. ICML (2018)
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
Generating Sentences by Editing Prototypes. Trans. Assoc. Comput. Linguistics 6 (2018)
Tatsunori B. Hashimoto, Steve Yadlowsky, John C. Duchi
Derivative free optimization via repeated classification. CoRR (2018)
Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang
Fairness Without Demographics in Repeated Loss Minimization. CoRR (2018)
Tatsunori B. Hashimoto, Kelvin Guu, Yonatan Oren, Percy Liang
A Retrieve-and-Edit Framework for Predicting Structured Outputs. NeurIPS (2018)
Tatsunori B. Hashimoto, Kelvin Guu, Yonatan Oren, Percy Liang
A Retrieve-and-Edit Framework for Predicting Structured Outputs. CoRR (2018)
Emma Pierson, Pang Wei Koh, Tatsunori B. Hashimoto, Daphne Koller, Jure Leskovec, Nicholas Eriksson, Percy Liang
Inferring Multi-Dimensional Rates of Aging from Cross-Sectional Data. CoRR (2018)
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
Generating Sentences by Editing Prototypes. CoRR (2017)
Tatsunori B. Hashimoto, Percy Liang, John C. Duchi
Unsupervised Transformation Learning via Convex Relaxations. NIPS (2017)
Tatsunori B. Hashimoto, David K. Gifford, Tommi S. Jaakkola
Learning Population-Level Diffusions with Generative RNNs. ICML (2016)
Haoyang Zeng, Tatsunori B. Hashimoto, Daniel D. Kang, David K. Gifford
GERV: a statistical method for generative evaluation of regulatory variants for transcription factor binding. Bioinform. 32 (4) (2016)
Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola
Word Embeddings as Metric Recovery in Semantic Spaces. Trans. Assoc. Comput. Linguistics 4 (2016)
Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola
Metric recovery from directed unweighted graphs. AISTATS (2015)
Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola
From random walks to distances on unweighted graphs. NIPS (2015)
Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola
Word, graph and manifold embedding from Markov processes. CoRR (2015)
Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola
From random walks to distances on unweighted graphs. CoRR (2015)
Tatsunori B. Hashimoto, Matthew D. Edwards, David K. Gifford
Universal Count Correction for High-Throughput Sequencing. PLoS Comput. Biol. 10 (3) (2014)
Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola
Metric recovery from directed unweighted graphs. CoRR (2014)
Tatsunori B. Hashimoto, Tommi S. Jaakkola, Richard Sherwood, Esteban O. Mazzoni, Hynek Wichterle, David K. Gifford
Lineage-based identification of cellular states and expression programs. Bioinform. 28 (12) (2012)
Albert Shieh, Tatsunori B. Hashimoto, Edoardo M. Airoldi
Tree preserving embedding. ICML (2011)
Tatsunori B. Hashimoto, Masao Nagasaki, Kaname Kojima, Satoru Miyano
BFL: a node and edge betweenness based fast layout algorithm for large scale networks. BMC Bioinform. 10 (2009)