Title
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
Towards Ecologically Valid Research on Language User Interfaces H. D. Vries Dzmitry Bahdanau Christopher D. Manning 291 52 0 28 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
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
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
Knowledge Graph Simple Question Answering for Unseen Domains Georgios Sidiropoulos Nikos Voskarides Evangelos Kanoulas 28 2 0 25 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 138 609 0 17 May 2020
Recent Advances in SQL Query Generation: A Survey Jovan Kalajdjieski Martina Toshevska Frosina Stojanovska AI4TS 37 4 0 15 May 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 122 27 0 07 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 94 70 0 05 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
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 89 131 0 07 Apr 2020
Bootstrapping a Crosslingual Semantic Parser Tom Sherborne Yumo Xu Mirella Lapata 90 25 0 06 Apr 2020
Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker Amol Kelkar R. Relan V. Bhardwaj Saurabh Vaichal Chandra Khatri P. Relan 69 28 0 03 Feb 2020
Break It Down: A Question Understanding Benchmark Tomer Wolfson Mor Geva Ankit Gupta Matt Gardner Yoav Goldberg Daniel Deutch Jonathan Berant 91 188 0 31 Jan 2020
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Silei Xu Giovanni Campagna Jian Li M. Lam 79 26 0 16 Jan 2020
Zero-Shot Semantic Parsing for Instructions Ofer Givoli Roi Reichart 64 10 0 20 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 125 598 0 10 Nov 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
Structural Language Models of Code Uri Alon Roy Sadaka Omer Levy Eran Yahav 79 18 0 30 Sep 2019
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 71 57 0 29 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
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 137 514 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 100 148 0 02 Sep 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant 3DV NAI 86 104 0 29 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
X-SQL: reinforce schema representation with context Pengcheng He Yi Mao K. Chakrabarti Weizhu Chen 65 89 0 21 Aug 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 67 107 0 28 Jul 2019
Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers Richard Shin 3DV 45 14 0 27 Jun 2019
Compositional Semantic Parsing Across Graphbanks Matthias Lindemann Jonas Groschwitz Alexander Koller GNN 70 53 0 27 Jun 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 130 87 0 26 Jun 2019
SPoC: Search-based Pseudocode to Code Sumith Kulal Panupong Pasupat Kartik Chandra Mina Lee Oded Padon A. Aiken Percy Liang 79 231 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
Pitfalls in the Evaluation of Sentence Embeddings Steffen Eger Andreas Rucklé Iryna Gurevych ELM 63 17 0 04 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
Generating Logical Forms from Graph Representations of Text and Entities Peter Shaw Philip Massey Angelica Chen Francesco Piccinno Yasemin Altun GNN AI4CE NAI 77 38 0 21 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 72 387 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
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 81 45 0 19 Apr 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation Dongjun Lee 41 3 0 18 Apr 2019
Value-based Search in Execution Space for Mapping Instructions to Programs Dor Muhlgay Jonathan Herzig Jonathan Berant 63 6 0 02 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 76 191 0 11 Oct 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 27 3 0 10 Sep 2018