Percy Liang
Percy Liang
Associate Professor of Computer Science, Stanford University
Verified email at - Homepage
TitleCited byYear
Squad: 100,000+ questions for machine comprehension of text
P Rajpurkar, J Zhang, K Lopyrev, P Liang
arXiv preprint arXiv:1606.05250, 2016
Semantic parsing on freebase from question-answer pairs
J Berant, A Chou, R Frostig, P Liang
Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013
Alignment by agreement
P Liang, B Taskar, D Klein
Proceedings of the main conference on Human Language Technology Conference …, 2006
Understanding black-box predictions via influence functions
PW Koh, P Liang
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Learning dependency-based compositional semantics
P Liang, MI Jordan, D Klein
Computational Linguistics 39 (2), 389-446, 2013
Semantic parsing via paraphrasing
J Berant, P Liang
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
Semi-supervised learning for natural language
P Liang
Massachusetts Institute of Technology, 2005
Dropout training as adaptive regularization
S Wager, S Wang, PS Liang
Advances in neural information processing systems, 351-359, 2013
Learning bilingual lexicons from monolingual corpora
A Haghighi, P Liang, T Berg-Kirkpatrick, D Klein
Proceedings of ACL-08: Hlt, 771-779, 2008
An end-to-end discriminative approach to machine translation
P Liang, A Bouchard-Côté, D Klein, B Taskar
Proceedings of the 21st International Conference on Computational …, 2006
Adversarial examples for evaluating reading comprehension systems
R Jia, P Liang
arXiv preprint arXiv:1707.07328, 2017
Certified defenses against adversarial examples
A Raghunathan, J Steinhardt, P Liang
arXiv preprint arXiv:1801.09344, 2018
The infinite PCFG using hierarchical Dirichlet processes
P Liang, S Petrov, M Jordan, D Klein
Proceedings of the 2007 joint conference on empirical methods in natural …, 2007
Know What You Don't Know: Unanswerable Questions for SQuAD
P Rajpurkar, R Jia, P Liang
arXiv preprint arXiv:1806.03822, 2018
Learning semantic correspondences with less supervision
P Liang, MI Jordan, D Klein
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL …, 2009
Online EM for unsupervised models
P Liang, D Klein
Proceedings of human language technologies: The 2009 annual conference of …, 2009
Traversing knowledge graphs in vector space
K Guu, J Miller, P Liang
arXiv preprint arXiv:1506.01094, 2015
Compositional semantic parsing on semi-structured tables
P Pasupat, P Liang
arXiv preprint arXiv:1508.00305, 2015
An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators
P Liang, MI Jordan
Proceedings of the 25th international conference on Machine learning, 584-591, 2008
Building a semantic parser overnight
Y Wang, J Berant, P Liang
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
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