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 / 202 papers shown

Title
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 25 162 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 13 54 0 16 Apr 2021
Improving Text-to-SQL with Schema Dependency Learning Binyuan Hui Xiang Shi Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 31 38 0 07 Mar 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks Arif Usta Akifhan Karakayali Özgür Ulusoy 37 9 0 11 Jan 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 12 19 0 01 Jan 2021
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Pingchuan Ma Shuai Wang 11 2 0 21 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 31 29 0 18 Dec 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Runze Wang Zhenhua Ling Jing-Bo Zhou Yu Hu 19 24 0 09 Dec 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 24 40 0 11 Nov 2020
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Ning Li Bethany Keller M. Butler Daniel Cer 16 8 0 07 Nov 2020
FLIN: A Flexible Natural Language Interface for Web Navigation Sahisnu Mazumder Oriana Riva LRM 48 23 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 13 150 0 24 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 24 78 0 21 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 29 26 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Luu Anh Tuan William W. Cohen LMTD RALM 31 194 0 20 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 21 4 0 19 Oct 2020
Lifelong Language Knowledge Distillation Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen KELM CLL 24 49 0 05 Oct 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 19 247 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 35 98 0 16 Sep 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 14 83 0 11 Aug 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 24 113 0 17 Jul 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 14 26 0 07 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 15 67 0 05 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 26 55 0 28 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 Luu Anh Tuan 32 293 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 30 123 0 07 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 30 633 0 05 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 38 120 0 26 Mar 2020
Exploring Neural Models for Parsing Natural Language into First-Order Logic Hrituraj Singh Milan Aggarwal Balaji Krishnamurthy LRM 27 19 0 16 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 27 61 0 14 Feb 2020
A Hybrid Semantic Parsing Approach for Tabular Data Analysis Yan Gao Jian-Guang Lou Dongmei Zhang LMTD 10 3 0 23 Oct 2019
Content Enhanced BERT-based Text-to-SQL Generation Tonglei Guo Huilin Gao 11 46 0 16 Oct 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 28 83 0 05 Oct 2019
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 21 56 0 29 Sep 2019
X-SQL: reinforce schema representation with context Pengcheng He Yi Mao K. Chakrabarti Weizhu Chen 14 89 0 21 Aug 2019
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System Bowen Yu Claudio T. Silva 14 125 0 02 Aug 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 28 38 0 19 Jul 2019
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data Lei Xu Shubhra (Santu) Karmaker K. Veeramachaneni AI4TS 8 4 0 28 Jun 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 11 147 0 21 Jun 2019
Learning to Generalize from Sparse and Underspecified Rewards Rishabh Agarwal Chen Liang Dale Schuurmans Mohammad Norouzi OffRL 33 97 0 19 Feb 2019
Embedding Individual Table Columns for Resilient SQL Chatbots Bojan Petrovski Ignacio Aguado Andreea Hossmann Michael Baeriswyl C. Musat LMTD 11 5 0 01 Nov 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 15 185 0 11 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 26 228 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 25 91 0 04 Oct 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 18 3 0 10 Sep 2018
Zero-shot Transfer Learning for Semantic Parsing J. Dadashkarimi Alexander R. Fabbri S. Tatikonda Dragomir R. Radev 18 4 0 27 Aug 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 33 278 0 23 Jun 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 28 102 0 20 Jun 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 11 78 0 23 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 25 171 0 03 Apr 2018