Tatsunori B. Hashimoto

53 papers A* 16A 2Journal 31Unranked 4

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