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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"

50 / 632 papers shown

Title
A View on Deep Reinforcement Learning in System Optimization Ameer Haj-Ali Nesreen Ahmed Theodore L. Willke Joseph E. Gonzalez Krste Asanović Ion Stoica OffRL 57 8 0 04 Aug 2019
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System Bowen Yu Claudio T. Silva 64 129 0 02 Aug 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 64 107 0 28 Jul 2019
Modeling question asking using neural program generation ZiYun Wang Brenden M. Lake 64 7 0 23 Jul 2019
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs Nilesh Chakraborty Denis Lukovnikov Gaurav Maheshwari Priyansh Trivedi Jens Lehmann Asja Fischer GNN LMTD 56 54 0 22 Jul 2019
Why Build an Assistant in Minecraft? Arthur Szlam Jonathan Gray Kavya Srinet Yacine Jernite Armand Joulin ... Siddharth Goyal Demi Guo Dan Rothermel C. L. Zitnick Jason Weston LLMAG 150 29 0 22 Jul 2019
CraftAssist: A Framework for Dialogue-enabled Interactive Agents Jonathan Gray Kavya Srinet Yacine Jernite Haonan Yu Zhuoyuan Chen Demi Guo Siddharth Goyal C. L. Zitnick Arthur Szlam 78 39 0 19 Jul 2019
Using Database Rule for Weak Supervised Text-to-SQL Generation Tonglei Guo Huilin Gao 34 5 0 01 Jul 2019
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data Lei Xu Shubhra (Santu) Karmaker K. Veeramachaneni AI4TS 36 4 0 28 Jun 2019
Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers Richard Shin 3DV 45 14 0 27 Jun 2019
Neural Machine Translating from Natural Language to SPARQL Xiaoyu Yin Dagmar Gromann Sebastian Rudolph 78 76 0 21 Jun 2019
A Comparative Survey of Recent Natural Language Interfaces for Databases Katrin Affolter Kurt Stockinger Abraham Bernstein 63 152 0 21 Jun 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 89 148 0 21 Jun 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing Daya Guo Duyu Tang Nan Duan M. Zhou Jian Yin RALM 50 49 0 17 Jun 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Ryan Y. Benmalek Madian Khabsa Suma Desu Claire Cardie Michele Banko 56 6 0 12 Jun 2019
SPoC: Search-based Pseudocode to Code Sumith Kulal Panupong Pasupat Kartik Chandra Mina Lee Oded Padon A. Aiken Percy Liang 76 231 0 12 Jun 2019
SParC: Cross-Domain Semantic Parsing in Context Tao Yu Rui Zhang Michihiro Yasunaga Y. Tan Xi Lin ... Jonathan Kraft Vincent Zhang Caiming Xiong R. Socher Dragomir R. Radev 74 193 0 05 Jun 2019
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization Hai Ye Wenjie Li Lu Wang 79 23 0 03 Jun 2019
Grammar-based Neural Text-to-SQL Generation Kevin Lin Ben Bogin Mark Neumann Jonathan Berant Matt Gardner 59 51 0 30 May 2019
Differentiable Representations For Multihop Inference Rules William W. Cohen Haitian Sun R. A. Hofer M. Siegler 42 2 0 24 May 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian-Guang Lou Ting Liu Dongmei Zhang 72 386 0 20 May 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant NAI GNN 53 181 0 15 May 2019
Context-Dependent Semantic Parsing over Temporally Structured Data Charles C. Chen Razvan Bunescu 51 3 0 01 May 2019
One-Shot Learning for Text-to-SQL Generation Dongjun Lee Jaesik Yoon Jongyun Song Sang-gil Lee Sungroh Yoon LMTD 71 13 0 26 Apr 2019
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands Giovanni Campagna Silei Xu M. Moradshahi R. Socher M. Lam 44 70 0 18 Apr 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation Dongjun Lee 41 3 0 18 Apr 2019
CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant Yacine Jernite Kavya Srinet Jonathan Gray Arthur Szlam 57 8 0 17 Apr 2019
Question Answering via Web Extracted Tables and Pipelined Models Bhavya Karki Fan Hu Nithin Haridas S. Barot Zihua Liu Lucile Callebert Matthias Grabmair A. Tomasic LMTD 44 2 0 17 Mar 2019
Predicting Algorithm Classes for Programming Word Problems V. Athavale Aayush Naik Rajas Vanjape Manish Shrivastava 21 10 0 03 Mar 2019
Learning to Generalize from Sparse and Underspecified Rewards Rishabh Agarwal Chen Liang Dale Schuurmans Mohammad Norouzi OffRL 121 96 0 19 Feb 2019
Table2answer: Read the database and answer without SQL Tonglei Guo Huilin Gao RALM 50 6 0 12 Feb 2019
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Wonseok Hwang Ji-Yoon Yim Seunghyun Park Minjoon Seo 109 231 0 04 Feb 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis Qian Liu B. Chen Jian-Guang Lou Ge Jin Dongmei Zhang 52 5 0 24 Jan 2019
Building a Neural Semantic Parser from a Domain Ontology Jianpeng Cheng Siva Reddy Mirella Lapata NAI 80 8 0 25 Dec 2018
Siamese Networks for Semantic Pattern Similarity Yassine Benajiba Jin-Shan Sun Yong Zhang Longquan Jiang Zhiliang Weng Or Biran 41 17 0 17 Dec 2018
Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Hongyu Xiong R.-H. Sun 42 17 0 04 Dec 2018
A Survey on Semantic Parsing Aishwarya Kamath Rajarshi Das 144 118 0 03 Dec 2018
End-to-End Learning for Answering Structured Queries Directly over Text Paul T. Groth A. Scerri Ron Daniel Bradley Paul Allen 39 1 0 15 Nov 2018
Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters Denis Lukovnikov Nilesh Chakraborty Jens Lehmann Asja Fischer 27 2 0 13 Nov 2018
Embedding Individual Table Columns for Resilient SQL Chatbots Bojan Petrovski Ignacio Aguado Andreea Hossmann Michael Baeriswyl C. Musat LMTD 27 5 0 01 Nov 2018
Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho Reinald Kim Amplayo Seung-won Hwang Jonghyuck Park LMTD OOD 67 22 0 18 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Tao Yu Michihiro Yasunaga Kai-Chou Yang Rui Zhang Dongxu Wang Zifan Li Dragomir R. Radev 76 191 0 11 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 88 233 0 05 Oct 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 125 93 0 04 Oct 2018
Optimal Completion Distillation for Sequence Learning S. Sabour William Chan Mohammad Norouzi 80 45 0 02 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 157 1,249 0 24 Sep 2018
SQL-to-Text Generation with Graph-to-Sequence Model Kun Xu Lingfei Wu Zhiguo Wang Liwei Chen V. Sheinin GNN RALM 64 84 0 14 Sep 2018
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles Tianze Shi Kedar Tatwawadi K. Chakrabarti Yi Mao Oleksandr Polozov Weizhu Chen 71 64 0 13 Sep 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 22 3 0 10 Sep 2018