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Percy Liang

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Learning Abstract Models for Strategic Exploration and Fast Reward Transfer

Jul 12, 2020
Evan Zheran Liu, Ramtin Keramati, Sudarshan Seshadri, Kelvin Guu, Panupong Pasupat, Emma Brunskill, Percy Liang

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Concept Bottleneck Models

Jul 09, 2020
Pang Wei Koh, Thao Nguyen, Yew Siang Tang, Stephen Mussmann, Emma Pierson, Been Kim, Percy Liang

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Simplifying Models with Unlabeled Output Data

Jun 29, 2020
Sang Michael Xie, Tengyu Ma, Percy Liang

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Selective Question Answering under Domain Shift

Jun 16, 2020
Amita Kamath, Robin Jia, Percy Liang

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Graph-based, Self-Supervised Program Repair from Diagnostic Feedback

May 20, 2020
Michihiro Yasunaga, Percy Liang

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Enabling Language Models to Fill in the Blanks

May 11, 2020
Chris Donahue, Mina Lee, Percy Liang

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An Investigation of Why Overparameterization Exacerbates Spurious Correlations

May 09, 2020
Shiori Sagawa, Aditi Raghunathan, Pang Wei Koh, Percy Liang

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ExpBERT: Representation Engineering with Natural Language Explanations

May 05, 2020
Shikhar Murty, Pang Wei Koh, Percy Liang

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Robust Encodings: A Framework for Combating Adversarial Typos

May 04, 2020
Erik Jones, Robin Jia, Aditi Raghunathan, Percy Liang

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Understanding Self-Training for Gradual Domain Adaptation

Feb 26, 2020
Ananya Kumar, Tengyu Ma, Percy Liang

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