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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
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Kun Wu Lijie Wang Zhenghua Li Ao Zhang Xinyan Xiao Hua Wu Min Zhang Haifeng Wang 62 35 0 03 Mar 2021
Semantic Parsing to Manipulate Relational Database For a Management System M. Mushtaq 29 0 0 18 Feb 2021
Metaknowledge Extraction Based on Multi-Modal Documents Shukan Liu Ruilin Xu Boying Geng Qiao Sun Li Duan Yiming Liu 55 4 0 05 Feb 2021
An Investigation Between Schema Linking and Text-to-SQL Performance Yasufumi Taniguchi H. Nakayama Takahiro Kubo Jun Suzuki 35 6 0 03 Feb 2021
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning Amrita Saha Shafiq Joty Guosheng Lin NAI AIMat LRM 44 20 0 28 Jan 2021
GP: Context-free Grammar Pre-training for Text-to-SQL Parsers Liang Zhao Hexin Cao Yunsong Zhao AI4CE 63 11 0 25 Jan 2021
Towards Natural Language Question Answering over Earth Observation Linked Data using Attention-based Neural Machine Translation Abhishek V. Potnis Rajat C. Shinde S. Durbha 37 1 0 23 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 44 0 0 17 Jan 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks Arif Usta Akifhan Karakayali Özgür Ulusoy 79 9 0 11 Jan 2021
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Binyuan Hui Ruiying Geng Qiyu Ren Binhua Li Yongbin Li Jian Sun Fei Huang Luo Si Pengfei Zhu Xiao-Dan Zhu 98 19 0 05 Jan 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 95 19 0 01 Jan 2021
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 110 210 0 23 Dec 2020
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Pingchuan Ma Shuai Wang 89 2 0 21 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 92 30 0 18 Dec 2020
Generation of complex database queries and API calls from natural language utterances Amol Kelkar Nachiketa Rajpurohit Utkarsh Mittal P. Relan 8 0 0 15 Dec 2020
Query Understanding for Natural Language Enterprise Search F. Borges Georgios Balikas Marc Brette Guillaume Kempf A. Srikantan Matthieu Landos Darya Brazouskaya Qianqian Shi 23 4 0 11 Dec 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Runze Wang Zhenhua Ling Jing-Bo Zhou Yu Hu 77 25 0 09 Dec 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 78 40 0 11 Nov 2020
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Yuntao Li Bei Chen Qian Liu Yan Gao Jian-Guang Lou Yan Zhang Dongmei Zhang 60 16 0 09 Nov 2020
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Ning Li Bethany Keller M. Butler Daniel Cer 59 8 0 07 Nov 2020
MK-SQuIT: Synthesizing Questions using Iterative Template-filling Benjamin A. Spiegel Vincent Cheong James E. Kaplan Anthony Sanchez SyDa 8 0 0 04 Nov 2020
FLIN: A Flexible Natural Language Interface for Web Navigation Sahisnu Mazumder Oriana Riva LRM 132 24 0 24 Oct 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 124 159 0 24 Oct 2020
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 93 15 0 23 Oct 2020
Compositional Generalization via Semantic Tagging Hao Zheng Mirella Lapata 79 35 0 22 Oct 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 77 80 0 21 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 100 28 0 21 Oct 2020
Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition Anand Panchbhai Tommaso Soru Edgard Marx 26 5 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Wenjie Wang William W. Cohen LMTD RALM 110 202 0 20 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 44 4 0 19 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 95 35 0 19 Oct 2020
Hierarchical Poset Decoding for Compositional Generalization in Language Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang AI4CE 122 31 0 15 Oct 2020
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation Debaditya Pal Harsh Sharma Kaustubh Chaudhari 35 6 0 11 Oct 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation M. Moradshahi Giovanni Campagna Sina J. Semnani Silei Xu M. Lam 26 1 0 10 Oct 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Silei Xu Sina J. Semnani Giovanni Campagna M. Lam 76 52 0 09 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 156 52 0 06 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 67 135 0 06 Oct 2020
Lifelong Language Knowledge Distillation Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen KELM CLL 83 51 0 05 Oct 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 77 55 0 05 Oct 2020
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sanxing Chen Aidan San Xiaodong Liu Yangfeng Ji 72 8 0 30 Sep 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 109 256 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 90 100 0 16 Sep 2020
NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries Arpit Narechania Arjun Srinivasan J. Stasko 58 180 0 24 Aug 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 66 85 0 11 Aug 2020
Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng Xi Lin Caiming Xiong R. Socher Michael R. Lyu Irwin King Guosheng Lin 101 52 0 30 Jul 2020
Insightful Assistant: AI-compatible Operation Graph Representations for Enhancing Industrial Conversational Agents Bekir Bayrak Florian Giger Christian Meurisch 10 0 0 25 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 97 114 0 17 Jul 2020
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base S. Cao Jiaxin Shi Liangming Pan L. Nie Yutong Xiang Lei Hou Juanzi Li Bin He Hanwang Zhang LMTD CoGe 98 103 0 08 Jul 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 60 201 0 06 Jul 2020
Domain Adaptation for Semantic Parsing Zechang Li Yuxuan Lai Yansong Feng Dongyan Zhao 16 4 0 23 Jun 2020