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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
24 September 2018
Tao Yu
Rui Zhang
Kai-Chou Yang
Michihiro Yasunaga
Dongxu Wang
Zifan Li
James Ma
Irene Li
Qingning Yao
Shanelle Roman
Zilin Zhang
Dragomir R. Radev
RALM
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Papers citing
"Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task"
41 / 841 papers shown
Knowledge Graph Simple Question Answering for Unseen Domains
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TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data
Pengcheng Yin
Graham Neubig
Anuj Kumar
Sebastian Riedel
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17 May 2020
Recent Advances in SQL Query Generation: A Survey
Jovan Kalajdjieski
Martina Toshevska
Frosina Stojanovska
AI4TS
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15 May 2020
Quda: Natural Language Queries for Visual Data Analytics
Siwei Fu
Kai Xiong
Xiaodong Ge
Siliang Tang
Wei Chen
Yingcai Wu
438
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07 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Ahmed Elgohary
Saghar Hosseini
Ahmed Hassan Awadallah
241
75
0
05 May 2020
An Imitation Game for Learning Semantic Parsers from User Interaction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ziyu Yao
Yiqi Tang
Anuj Kumar
Huan Sun
Yu-Chuan Su
358
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0
02 May 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Frank F. Xu
Zhengbao Jiang
Pengcheng Yin
Bogdan Vasilescu
Graham Neubig
128
86
0
20 Apr 2020
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jan Deriu
Katsiaryna Mlynchyk
Philippe Schlapfer
Álvaro Rodrigo
D. V. Grunigen
Nicolas Kaiser
Kurt Stockinger
Eneko Agirre
Mark Cieliebak
157
17
0
16 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
Findings (Findings), 2020
Wenhu Chen
Hanwen Zha
Zhiyu Zoey Chen
Wenhan Xiong
Hong Wang
Wenjie Wang
367
359
0
15 Apr 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases
International Conference on Computational Logic (ICCL), 2020
Donghyun Choi
M. Shin
EungGyun Kim
Dong Ryeol Shin
240
150
0
07 Apr 2020
Bootstrapping a Crosslingual Semantic Parser
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Tom Sherborne
Yumo Xu
Mirella Lapata
382
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
179
30
0
03 Feb 2020
Break It Down: A Question Understanding Benchmark
Transactions of the Association for Computational Linguistics (TACL), 2020
Tomer Wolfson
Mor Geva
Ankit Gupta
Matt Gardner
Yoav Goldberg
Daniel Deutch
Jonathan Berant
272
205
0
31 Jan 2020
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web
International Conference on Information and Knowledge Management (CIKM), 2020
Silei Xu
Giovanni Campagna
Jian Li
M. Lam
351
26
0
16 Jan 2020
Zero-Shot Semantic Parsing for Instructions
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Ofer Givoli
Roi Reichart
154
10
0
20 Nov 2019
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Bailin Wang
Richard Shin
Xiaodong Liu
Oleksandr Polozov
Matthew Richardson
474
714
0
10 Nov 2019
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ziyu Yao
Yu-Chuan Su
Huan Sun
Anuj Kumar
183
84
0
11 Oct 2019
Structural Language Models of Code
Uri Alon
Roy Sadaka
Omer Levy
Eran Yahav
479
19
0
30 Sep 2019
A Pilot Study for Chinese SQL Semantic Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Qingkai Min
Yu Shi
Yue Zhang
173
71
0
29 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Tao Yu
Rui Zhang
H. Er
Suyi Li
Eric Xue
...
Vincent Zhang
Caiming Xiong
R. Socher
Walter S. Lasecki
Dragomir R. Radev
201
270
0
11 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification
International Conference on Learning Representations (ICLR), 2019
Wenhu Chen
Hongmin Wang
Jianshu Chen
Yunkai Zhang
Hong Wang
Shiyang Li
Xiyou Zhou
William Yang Wang
LMTD
549
622
0
05 Sep 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Rui Zhang
Tao Yu
H. Er
Sungrok Shim
Eric Xue
Xi Lin
Tianze Shi
Caiming Xiong
R. Socher
Dragomir R. Radev
286
155
0
02 Sep 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ben Bogin
Matt Gardner
Jonathan Berant
3DV
NAI
146
108
0
29 Aug 2019
Zero-shot Text-to-SQL Learning with Auxiliary Task
AAAI Conference on Artificial Intelligence (AAAI), 2019
Shuaichen Chang
Pengfei Liu
Yun Tang
Jing-ling Huang
Xiaodong He
Bowen Zhou
203
34
0
29 Aug 2019
X-SQL: reinforce schema representation with context
Pengcheng He
Yi Mao
K. Chakrabarti
Weizhu Chen
164
98
0
21 Aug 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records
The Web Conference (WWW), 2019
Ping Wang
Tian Shi
Chandan K. Reddy
244
133
0
28 Jul 2019
Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers
Richard Shin
3DV
93
14
0
27 Jun 2019
Compositional Semantic Parsing Across Graphbanks
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Matthias Lindemann
Jonas Groschwitz
Alexander Koller
GNN
129
53
0
27 Jun 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms
Neural Information Processing Systems (NeurIPS), 2019
Richard Shin
Miltiadis Allamanis
Marc Brockschmidt
Oleksandr Polozov
317
91
0
26 Jun 2019
SPoC: Search-based Pseudocode to Code
Neural Information Processing Systems (NeurIPS), 2019
Sumith Kulal
Panupong Pasupat
Kartik Chandra
Mina Lee
Oded Padon
A. Aiken
Abigail Z. Jacobs
254
289
0
12 Jun 2019
SParC: Cross-Domain Semantic Parsing in Context
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Tao Yu
Rui Zhang
Michihiro Yasunaga
Y. Tan
Xi Lin
...
Jonathan Kraft
Vincent Zhang
Caiming Xiong
R. Socher
Dragomir R. Radev
221
221
0
05 Jun 2019
Pitfalls in the Evaluation of Sentence Embeddings
Steffen Eger
Andreas Rucklé
Iryna Gurevych
ELM
149
20
0
04 Jun 2019
Grammar-based Neural Text-to-SQL Generation
Kevin Lin
Ben Bogin
Mark Neumann
Jonathan Berant
Matt Gardner
137
59
0
30 May 2019
Generating Logical Forms from Graph Representations of Text and Entities
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Peter Shaw
Philip Massey
Angelica Chen
Francesco Piccinno
Yasemin Altun
GNN
AI4CE
NAI
182
38
0
21 May 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Jiaqi Guo
Zecheng Zhan
Yan Gao
Yan Xiao
Jian-Guang Lou
Ting Liu
Dongmei Zhang
311
444
0
20 May 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Ben Bogin
Matt Gardner
Jonathan Berant
NAI
GNN
222
202
0
15 May 2019
Learning Programmatic Idioms for Scalable Semantic Parsing
Srini Iyer
Alvin Cheung
Luke Zettlemoyer
158
47
0
19 Apr 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation
Dongjun Lee
123
3
0
18 Apr 2019
Value-based Search in Execution Space for Mapping Instructions to Programs
Dor Muhlgay
Jonathan Herzig
Jonathan Berant
279
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
231
211
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
100
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10 Sep 2018
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