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Structure-Grounded Pretraining for Text-to-SQL


Oct 24, 2020
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson


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Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"


Jun 30, 2020
Saeed Amizadeh, Hamid Palangi, Oleksandr Polozov, Yichen Huang, Kazuhito Koishida

* To be published in Proceedings of the 37th International Conference on Machine Learning (ICML), Vienna, Austria, PMLR 119, 2020 

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RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers


Nov 10, 2019
Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson

* arXiv admin note: text overlap with arXiv:1906.11790 

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Program Synthesis and Semantic Parsing with Learned Code Idioms


Jul 23, 2019
Richard Shin, Miltiadis Allamanis, Marc Brockschmidt, Oleksandr Polozov


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IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles


Oct 01, 2018
Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, Yi Mao, Oleksandr Polozov, Weizhu Chen


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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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Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples


Sep 09, 2018
Ashwin Kalyan, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani

* Published in ICLR 2018, International Conference on Learning Representations (2018) 

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Generative Code Modeling with Graphs


May 22, 2018
Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov


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FlashProfile: Interactive Synthesis of Syntactic Profiles


Sep 17, 2017
Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd Millstein


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Learning Syntactic Program Transformations from Examples


Aug 31, 2016
Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Bjoern Hartmann


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