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Bookmark or Share- Shiori Sagawa - Computer ScienceAn investigation of why overparameterization exacerbates spurious correlations Shiori Sagawa*, Aditi Raghunathan*, Pang Wei Koh*, Percy Liang ICML, 2020
- Percy Liang - Computer SciencePercy Liang Associate Professor of Computer Science (and courtesy in Statistics) Director of Center for Research on Foundation Models (CRFM) Human-Centered Artificial Intelligence (HAI) Artificial Intelligence Lab Natural Language Processing Group Machine Learning Group
- Publications - Computer ScienceBenjamin Newman, John Hewitt, Percy Liang, Christopher D. Manning. Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020. Outstanding paper award.
- Lost in the Middle: How Language Models Use Long ContextsMichele Bevilacqua 3Fabio Petroni Percy Liang1 1Stanford University 2University of California, Berkeley 3Samaya AI nfliu@cs.stanford.edu Abstract While recent language models have the abil-ity to take long contexts as input, relatively little is known about how well they use longer context. We analyze the performance
- Learning Executable Semantic Parsers for Natural Language UnderstandingPercy Liang Computer Science Department Stanford University Stanford, CA pliang@cs.stanford.edu ABSTRACT For building question answering systems and natural lan-guage interfaces, semantic parsing has emerged as an impor-tant and powerful paradigm. Semantic parsers map natural language into logical forms, the classic representation for
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