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KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers


Jun 22, 2021
Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson

* Published as a conference paper at ACL-IJCNLP 2021 

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NL-EDIT: Correcting semantic parse errors through natural language interaction


Mar 26, 2021
Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Hassan Awadallah

* NAACL 2021 

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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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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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DyNet: The Dynamic Neural Network Toolkit


Jan 15, 2017
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin

* 33 pages 

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Blending LSTMs into CNNs


Sep 14, 2016
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Ozlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton


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