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Homepage of Tatsunori Hashimoto
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Tatsunori Hashimoto
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2025-12-15 10:52:47
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Tatsunori Hashimoto | Home Tatsunori Hashimoto Assistant Professor, Stanford thashim [AT] stanford.edu Bio Publications Resume Bio I am currently an assistant professor at the computer science department in Stanford university. My research uses tools from statistics to make machine learning systems more robust and trustworthy — especially in complex systems such as large language models. The goal of my research is to use robustness and worst-case performance as a lens to understand and make progress on several fundamental challenges in machine learning and natural language processing. A few topics of recent interest are, Long-tail behavior How can we ensure that a machine learning system won't fail catastrophically in the wild under changing conditions? Understanding A system which understands how to answer questions or generate text should also do so robustly out-of-domain. Fairness Machine learning systems which rely on unreliable correla...
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