About; Blog; Publications; Google Scholar; Contact; About me. . 356: In Approaches to Natural Language (1973), 221--242. IEEE Transactions on Image Processing 27 (11), 5288-5302, 2018. 21: . Merged citations. We present a simple approach for text infilling, the task of predicting missing spans of text at any position in a document. Google Scholar In this paper, we propose an unsupervised approach to pun generation based on lots of raw (unhumorous) text and a surprisal principle. Their combined citations are counted only for the first article. . CS229T/STAT231: Statistical Learning Theory (Winter 2016), 1 Overview 2 1.1 What is this course about? Transparent and Interpretable AI: an interview with Percy Liang February 13, 2018 / by Sarah Marquart At the end of 2017, the United States House of Representatives passed a bill called the SELF DRIVE Act, laying out an initial federal framework for autonomous vehicle regulation. Overparameterization hurts worst-group accuracy with spurious correlations, By clicking accept or continuing to use the site, you agree to the terms outlined in our. . Semantic Scholar is a free, AI-powered research tool for scientific literature, based at the Allen Institute for AI. . We study the effect of feature noise (measurement error) on the discrepancy between losses across two groups, for estimators that either do or do not use group membership information. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. The following articles are merged in Scholar. . . . His two research goals are (i) to make machine learning more robust, fair, and interpretable; and (ii) to make computers easier to communicate with through natural language. . . . This "Cited by" count includes citations to the following articles in Scholar. Google Scholar Digital Library; Montague, R. The proper treatment of quantification in ordinary English. Merged citations. 4 1.3, Linking People in Videos with "Their" Names Using Coreference Resolution. The following articles are merged in Scholar. The following articles are merged in Scholar. The following articles are merged in Scholar. . The following articles are merged in Scholar. To reward systems with real language understanding abilities, we propose an adversarial evaluation scheme for the Stanford Question Answering Dataset (SQuAD). The following articles are merged in Scholar. This "Cited by" count includes citations to the following articles in Scholar. . John Hewitt and Christopher D. Manning. NAACL 2019 (short … Feature Noise Induces Loss Discrepancy Across Groups. 25: 2012: A Structual Probe for Finding Syntax in Word Representations. The following articles are merged in Scholar. Semantic Scholar profile for Percy Liang, with 7 highly influential citations and 9 scientific research papers. Standard accuracy metrics indicate that reading comprehension systems are making rapid progress, but the extent to which these systems truly understand language remains unclear. Their combined citations are counted only for the first article. DBLP. John Hewitt and Percy Liang. . In Association for Computational Linguistics (2015). Semantic parsers are typically trained from examples of questions annotated with their target logical … Google Scholar; Pasupat, P., Liang, P. Compositional semantic parsing on semi-structured tables. The following articles are merged in Scholar. (Lecture 1) . The reliability of machine learning systems critically assumes that the associations between features and labels remain similar between training and test distributions. . from MIT, 2004; Ph.D. from UC Berkeley, 2011). . Merged citations. Google Scholar; Christmann, A. and Steinwart, I. ... Google Verified email at ucmerced.edu. 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