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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
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 135 95 0 11 Sep 2021
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 111 146 0 08 Sep 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 80 9 0 07 Sep 2021
Lyra: A Benchmark for Turducken-Style Code Generation Qingyuan Liang Zeyu Sun Qihao Zhu Wenjie Zhang Lian Yu Yingfei Xiong Lu Zhang 60 13 0 27 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 137 100 0 15 Aug 2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 58 31 0 10 Aug 2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models Bogdan Kostić Julian Risch Timo Moller RALM 184 23 0 09 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Alexander Hanbo Li Patrick Ng Peng Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 208 32 0 05 Aug 2021
A Survey of Human-in-the-loop for Machine Learning Xingjiao Wu Luwei Xiao Yixuan Sun Junhang Zhang Tianlong Ma Liangbo He SyDa 137 532 0 02 Aug 2021
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes Ping Wang Tian Shi Khushbu Agarwal Sutanay Choudhury Chandan K. Reddy 53 6 0 01 Aug 2021
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition Yi Guo Danqing Shi Mingjuan Guo Yanqiu Wu Qing Chen Nana Cao 54 11 0 30 Jul 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 135 168 0 27 Jul 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor Qian Liu Bei Chen Jiaqi Guo Morteza Ziyadi Zeqi Lin Weizhu Chen Jian-Guang Lou LMTD 114 269 0 16 Jul 2021
Can Deep Neural Networks Predict Data Correlations from Column Names? Immanuel Trummer 75 8 0 09 Jul 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 103 57 0 03 Jul 2021
SpreadsheetCoder: Formula Prediction from Semi-structured Context Xinyun Chen Petros Maniatis Rishabh Singh Charles Sutton H. Dai Max Lin Denny Zhou LMTD AI4TS 74 52 0 26 Jun 2021
Semantic Parsing Natural Language into Relational Algebra Ruiyang Xu Ayush Singh 19 0 0 25 Jun 2021
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Yannis Katsis Saneem A. Chemmengath Vishwajeet Kumar Samarth Bharadwaj Mustafa Canim ... A. Gliozzo FeiFei Pan Jaydeep Sen Karthik Sankaranarayanan Soumen Chakrabarti LMTD RALM 70 38 0 24 Jun 2021
On Adversarial Robustness of Synthetic Code Generation Mrinal Anand Pratik Kayal M. Singh 130 5 0 22 Jun 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 93 93 0 22 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 630 10,625 0 17 Jun 2021
End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task Peng Shi Tao Yu Patrick Ng Zhiguo Wang 42 2 0 17 Jun 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering Zhihong Shao Lifeng Shang Qun Liu Minlie Huang 43 6 0 14 Jun 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data Moshe Hazoom Vibhor Malik Ben Bogin 81 52 0 09 Jun 2021
Energy-Based Models for Code Generation under Compilability Constraints Tomasz Korbak Hady ElSahar Marc Dymetman Germán Kruszewski 151 13 0 09 Jun 2021
Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface Peng Xu Wenjie Zi H. Shahidi Ákos Kádár Keyi Tang Wei Yang Jawad Ateeq Harsh Barot Meidan Alon Yanshuai Cao 50 2 0 08 Jun 2021
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo Peter Fox VLM LMTD 58 26 0 08 Jun 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages Menglin Xia Emilio Monti 22 9 0 07 Jun 2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL Zhi Chen Lu Chen Hanqi Li Ruisheng Cao Da Ma Mengyue Wu Kai Yu 108 19 0 04 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 66 168 0 02 Jun 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver J. Woodward Jinxia Xie Pengsheng Huang AAML 101 114 0 02 Jun 2021
DoT: An efficient Double Transformer for NLP tasks with tables Syrine Krichene Thomas Müller Julian Martin Eisenschlos 73 14 0 01 Jun 2021
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning Devansh Gautam Kshitij Gupta Manish Shrivastava LMTD 49 6 0 01 Jun 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 76 54 0 17 May 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 133 305 0 17 May 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 56 7 0 16 May 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 102 27 0 27 Apr 2021
Toward Code Generation: A Survey and Lessons from Semantic Parsing Celine Lee Justin Emile Gottschlich Dan Roth Intel Labs 3DV 57 15 0 26 Apr 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Xiaoyi Ruan Meizhi Jin Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo Mengyuan Zhou LMTD 56 2 0 21 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 299 185 0 18 Apr 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 111 169 0 18 Apr 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Michael R. Glass Mustafa Canim A. Gliozzo Saneem A. Chemmengath Vishwajeet Kumar Rishav Chakravarti Avirup Sil FeiFei Pan Samarth Bharadwaj Nicolas Rodolfo Fauceglia LMTD 88 54 0 16 Apr 2021
Translating synthetic natural language to database queries: a polyglot deep learning framework A. Bazaga Nupur Gunwant G. Micklem 55 9 0 14 Apr 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Zhi Chen Lu Chen Yanbin Zhao Ruisheng Cao Zihan Xu Su Zhu Kai Yu 129 55 0 10 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 149 167 0 01 Apr 2021
NL-EDIT: Correcting semantic parse errors through natural language interaction Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo A. Ramos Ahmed Hassan Awadallah KELM 70 46 0 26 Mar 2021
Set-to-Sequence Methods in Machine Learning: a Review Mateusz Jurewicz Leon Derczynski BDL 65 10 0 17 Mar 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training Donggyu Kim Seanie Lee SSL LMTD 27 1 0 11 Mar 2021
Improving Text-to-SQL with Schema Dependency Learning Binyuan Hui Xiang Shi Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 91 40 0 07 Mar 2021
NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands Mayank Agarwal Tathagata Chakraborti Quchen Fu David Gros Xi Lin Jaron Maene Kartik Talamadupula Zhongwei Teng Jules White 60 15 0 03 Mar 2021