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Rishabh Singh

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Neural Program Repair by Jointly Learning to Localize and Repair

Apr 03, 2019
Marko Vasic, Aditya Kanade, Petros Maniatis, David Bieber, Rishabh Singh

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Neural-Guided Symbolic Regression with Semantic Prior

Jan 23, 2019
Li Li, Minjie Fan, Rishabh Singh, Patrick Riley

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Robust Text-to-SQL Generation with Execution-Guided Decoding

Sep 13, 2018
Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, Po-Sen Huang, Yi Mao, Oleksandr Polozov, Rishabh Singh

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Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections

Aug 30, 2018
Xin Zhang, Armando Solar-Lezama, Rishabh Singh

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Natural Language to Structured Query Generation via Meta-Learning

Jul 18, 2018
Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He

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Towards Mixed Optimization for Reinforcement Learning with Program Synthesis

Jul 03, 2018
Surya Bhupatiraju, Kumar Krishna Agrawal, Rishabh Singh

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Dynamic Neural Program Embedding for Program Repair

Jun 30, 2018
Ke Wang, Rishabh Singh, Zhendong Su

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Programmatically Interpretable Reinforcement Learning

Jun 08, 2018
Abhinav Verma, Vijayaraghavan Murali, Rishabh Singh, Pushmeet Kohli, Swarat Chaudhuri

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Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis

May 22, 2018
Rudy Bunel, Matthew Hausknecht, Jacob Devlin, Rishabh Singh, Pushmeet Kohli

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Learning and analyzing vector encoding of symbolic representations

Mar 10, 2018
Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky

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