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Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

31 August 2017

Papers citing "Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning"

32 / 632 papers shown

Title
A Transfer-Learnable Natural Language Interface for Databases Wenlu Wang Yingtao Tian Hongyu Xiong Haixun Wang Wei-Shinn Ku 31 19 0 07 Sep 2018
Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations Dipendra Kumar Misra Ming-Wei Chang Xiaodong He Wen-tau Yih OffRL 74 27 0 05 Sep 2018
Mapping Natural Language Commands to Web Elements Panupong Pasupat Tianrui Jiang Emmy Liu Kelvin Guu Percy Liang 73 43 0 28 Aug 2018
Zero-shot Transfer Learning for Semantic Parsing J. Dadashkarimi Alexander R. Fabbri S. Tatikonda Dragomir R. Radev 47 4 0 27 Aug 2018
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Ziyu Yao Xiujun Li Jianfeng Gao Brian M. Sadler Huan Sun 72 34 0 21 Aug 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing Daya Guo Yibo Sun Duyu Tang Nan Duan Jian Yin Hong Chi James Cao Peng Chen M. Zhou 77 55 0 20 Aug 2018
Explaining Queries over Web Tables to Non-Experts Jonathan Berant Daniel Deutch Amir Globerson Tova Milo Tomer Wolfson LMTD 43 13 0 14 Aug 2018
Sequence to Logic with Copy and Cache J. Dadashkarimi S. Tatikonda 96 0 0 19 Jul 2018
Robust Text-to-SQL Generation with Execution-Guided Decoding Chenglong Wang Kedar Tatwawadi Marc Brockschmidt Po-Sen Huang Yi Mao Oleksandr Polozov Rishabh Singh 78 100 0 09 Jul 2018
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing Chen Liang Mohammad Norouzi Jonathan Berant Quoc V. Le Ni Lao 111 134 0 06 Jul 2018
NAPS: Natural Program Synthesis Dataset Maksym Zavershynskyi Alexander Skidanov Illia Polosukhin ReCod 115 36 0 06 Jul 2018
Pragmatic approach to structured data querying via natural language interface Aliaksei Vertsel Mikhail Rumiantsau 23 0 0 02 Jul 2018
Neural Machine Translation for Query Construction and Composition Tommaso Soru Edgard Marx André Valdestilhas Diego Esteves Diego Moussallem G. Publio 54 23 0 27 Jun 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 88 280 0 23 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 157 647 0 20 Jun 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 83 102 0 20 Jun 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 92 211 0 24 May 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 88 393 0 12 May 2018
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation Tao Yu Zifan Li Zilin Zhang Rui Zhang Dragomir R. Radev 79 258 0 25 Apr 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation Yibo Sun Duyu Tang Nan Duan Jianshu Ji Guihong Cao Xiaocheng Feng Bing Qin Ting Liu M. Zhou 73 78 0 23 Apr 2018
Learning to Map Context-Dependent Sentences to Executable Formal Queries Alane Suhr Srini Iyer Yoav Artzi 100 90 0 18 Apr 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 68 191 0 09 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 85 173 0 03 Apr 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 108 591 0 18 Mar 2018
Natural Language to Structured Query Generation via Meta-Learning Po-Sen Huang Chenglong Wang Rishabh Singh Wen-tau Yih Xiaodong He 99 123 0 02 Mar 2018
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Xi Lin Chenglong Wang Luke Zettlemoyer Michael D. Ernst 162 169 0 25 Feb 2018
Neural Program Search: Solving Programming Tasks from Description and Examples Illia Polosukhin Alexander Skidanov NAI 143 59 0 12 Feb 2018
Recent Advances in Neural Program Synthesis Neel Kant NAI 106 37 0 07 Feb 2018
Building a Conversational Agent Overnight with Dialogue Self-Play Pararth Shah Dilek Z. Hakkani-Tür Gokhan Tur Abhinav Rastogi Ankur Bapna Neha Nayak Kennard Larry Heck 105 198 0 15 Jan 2018
Bidirectional Attention for SQL Generation Tonglei Guo Huilin Gao 96 13 0 30 Dec 2017
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning Xiaojun Xu Chang-rui Liu Basel Alomair AI4TS 70 409 0 13 Nov 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 121 863 0 18 Sep 2017