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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
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 78 34 0 10 Jun 2020
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity Lukas Muttenthaler 41 3 0 02 Jun 2020
Efficient Deployment of Conversational Natural Language Interfaces over Databases Anthony Colas Trung Bui Franck Dernoncourt Moumita Sinha Doo Soon Kim 23 3 0 31 May 2020
ValueNet: A Natural Language-to-SQL System that Learns from Database Information Ursin Brunner Kurt Stockinger 44 10 0 29 May 2020
Generating Semantically Valid Adversarial Questions for TableQA Yi Zhu Yiwei Zhou Menglin Xia AAML 63 5 0 26 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 123 608 0 17 May 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 120 27 0 07 May 2020
TAG : Type Auxiliary Guiding for Code Comment Generation Ruichu Cai Zhihao Liang Boyan Xu Zijian Li Yuexing Hao Yao-Liang Chen 38 26 0 06 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 92 70 0 05 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 68 98 0 02 May 2020
An Imitation Game for Learning Semantic Parsers from User Interaction Ziyu Yao Yiqi Tang Wen-tau Yih Huan Sun Yu-Chuan Su 82 35 0 02 May 2020
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing Wonseok Hwang Jinyeong Yim Seunghyun Park Minjoon Seo 32 0 0 01 May 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 104 55 0 28 Apr 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation Frank F. Xu Zhengbao Jiang Pengcheng Yin Bogdan Vasilescu Graham Neubig 62 84 0 20 Apr 2020
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation Jan Deriu Katsiaryna Mlynchyk Philippe Schlapfer Álvaro Rodrigo D. V. Grunigen Nicolas Kaiser Kurt Stockinger Eneko Agirre Mark Cieliebak 39 15 0 16 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wenjie Wang 83 309 0 15 Apr 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 89 130 0 07 Apr 2020
Bootstrapping a Crosslingual Semantic Parser Tom Sherborne Yumo Xu Mirella Lapata 90 25 0 06 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 150 658 0 05 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 179 123 0 26 Mar 2020
Exploring Neural Models for Parsing Natural Language into First-Order Logic Hrituraj Singh Milan Aggarwal Balaji Krishnamurthy LRM 103 21 0 16 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 76 62 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 147 155 0 13 Feb 2020
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Silei Xu Giovanni Campagna Jian Li M. Lam 72 26 0 16 Jan 2020
On the Evaluation of Intelligent Process Automation Deborah Ferreira Julia Rozanova K. Dubba Dell Zhang André Freitas 23 10 0 08 Jan 2020
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation Xinjie Fan Yizhe Zhang Zhendong Wang Mingyuan Zhou BDL 69 4 0 31 Dec 2019
Questions to Guide the Future of Artificial Intelligence Research J. Ott 24 3 0 21 Dec 2019
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives Won Ik Cho Y. Moon Sangwhan Moon Seokhwan Kim N. Kim 37 6 0 01 Dec 2019
Merging Weak and Active Supervision for Semantic Parsing Ansong Ni Pengcheng Yin Graham Neubig RALM MU 40 17 0 29 Nov 2019
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 121 597 0 10 Nov 2019
Building an Application Independent Natural Language Interface Sahisnu Mazumder Bing-Quan Liu Shuai Wang Sepideh Esmaeilpour 33 3 0 30 Oct 2019
Look-up and Adapt: A One-shot Semantic Parser Zhichu Lu Forough Arabshahi I. Labutov Tom Michael Mitchell 44 5 0 27 Oct 2019
A Hybrid Semantic Parsing Approach for Tabular Data Analysis Yan Gao Jian-Guang Lou Dongmei Zhang LMTD 40 3 0 23 Oct 2019
Content Enhanced BERT-based Text-to-SQL Generation Tonglei Guo Huilin Gao 77 46 0 16 Oct 2019
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study Ziyu Yao Yu-Chuan Su Huan Sun Wen-tau Yih 84 78 0 11 Oct 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 80 84 0 05 Oct 2019
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 71 57 0 29 Sep 2019
Distantly Supervised Question Parsing Hamid Zafar M. Tavakol Jens Lehmann RALM 29 2 0 27 Sep 2019
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning Yibo Sun Duyu Tang Nan Duan Yeyun Gong Xiaocheng Feng Bing Qin Daxin Jiang NAI MedIm 70 25 0 12 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 63 235 0 11 Sep 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 95 163 0 11 Sep 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs Bailin Wang Ivan Titov Mirella Lapata 89 50 0 09 Sep 2019
LAMOL: LAnguage MOdeling for Lifelong Language Learning Fan-Keng Sun Cheng-Hao Ho Hung-yi Lee CLL KELM 97 213 0 07 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 129 514 0 05 Sep 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 95 148 0 02 Sep 2019
Answering Conversational Questions on Structured Data without Logical Forms Thomas Müller Francesco Piccinno Massimo Nicosia Peter Shaw Yasemin Altun LMTD 71 40 0 30 Aug 2019
Zero-shot Text-to-SQL Learning with Auxiliary Task Shuaichen Chang Pengfei Liu Yun Tang Jing-ling Huang Xiaodong He Bowen Zhou 79 31 0 29 Aug 2019
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension Jingjing Li Wenlu Wang Wei-Shinn Ku Yingtao Tian Haixun Wang 56 15 0 28 Aug 2019
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Jonathan Herzig Jonathan Berant 55 40 0 26 Aug 2019
X-SQL: reinforce schema representation with context Pengcheng He Yi Mao K. Chakrabarti Weizhu Chen 62 89 0 21 Aug 2019