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2106.01093
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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
2 June 2021
Ruisheng Cao
Lu Chen
Zhi Chen
Yanbin Zhao
Su Zhu
Kai Yu
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Papers citing
"LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations"
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A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention
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Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation
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Ju Fan
Nan Tang
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Sam Madden
Xiaoyong Du
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yuntao Li
Zhenpeng Su
Yutian Li
Hanchun Zhang
Sirui Wang
Wei Wu
Yan Zhang
202
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14 Jun 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Aiwei Liu
Wen Liu
Xuming Hu
Shuang Li
Fukun Ma
Yawen Yang
Lijie Wen
163
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29 May 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Hanchong Zhang
Jieyu Li
Lu Chen
Ruisheng Cao
Yunyang Zhang
Yu Huang
Yefeng Zheng
Kai Yu
229
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25 May 2023
Error Detection for Text-to-SQL Semantic Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shijie Chen
Ziru Chen
Huan Sun
Yu-Chuan Su
236
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23 May 2023
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings
Shuaichen Chang
Eric Fosler-Lussier
LRM
236
81
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19 May 2023
QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing
Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2023
Linzheng Chai
Dongling Xiao
Jian Yang
Liqun Yang
Qian-Wen Zhang
Yunbo Cao
Zhoujun Li
Zhao Yan
300
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11 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
Neural Information Processing Systems (NeurIPS), 2023
Jinyang Li
Binyuan Hui
Ge Qu
Jiaxi Yang
Binhua Li
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Guoliang Li
Kevin C. C. Chang
Fei Huang
Reynold Cheng
Yongbin Li
LMTD
393
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04 May 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
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Joyce Cahoon
Jordan Henkel
Shaleen Deep
Venkatesh Emani
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Vu Le
Mohammad Raza
Sherry Shi
Mukul Singh
A. Tiwari
235
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02 May 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL
Dingzirui Wang
Longxu Dou
Wanxiang Che
197
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27 Apr 2023
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval
Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2023
Chunxi Guo
Zhiliang Tian
Jintao Tang
Pancheng Wang
Zhihua Wen
Kang Yang
Ting Wang
174
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26 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
Neural Information Processing Systems (NeurIPS), 2023
Mohammadreza Pourreza
Davood Rafiei
ReLM
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315
533
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21 Apr 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability
Aiwei Liu
Xuming Hu
Lijie Wen
Philip S. Yu
LMTD
AI4MH
214
182
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12 Mar 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL
AAAI Conference on Artificial Intelligence (AAAI), 2023
Haoyang Li
Jing Zhang
Cuiping Li
Hong Chen
317
273
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12 Feb 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
AAAI Conference on Artificial Intelligence (AAAI), 2023
Jinyang Li
Binyuan Hui
Reynold Cheng
Bowen Qin
Chenhao Ma
Nan Huo
Fei Huang
Wenyu Du
Luo Si
Yongbin Li
LMTD
220
147
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18 Jan 2023
On the Structural Generalization in Text-to-SQL
Jieyu Li
Lu Chen
Ruisheng Cao
Su Zhu
Hongshen Xu
Zhi Chen
Hanchong Zhang
Kai Yu
203
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12 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Longxu Dou
Yan Gao
Xuqi Liu
Mingyang Pan
Dingzirui Wang
Wanxiang Che
Dechen Zhan
Min-Yen Kan
Jian-Guang Lou
249
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03 Jan 2023
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yingwen Fu
Wenjie Ou
Zhou Yu
Yue Lin
144
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19 Dec 2022
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yiyun Zhao
Jiarong Jiang
Yiqun Hu
Wuwei Lan
He Zhu
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Joseph Lilien
Patrick Ng
Zhiguo Wang
Vittorio Castelli
Bing Xiang
213
45
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17 Dec 2022
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yongrui Chen
Xinnan Guo
Tongtong Wu
Guilin Qi
Yongqian Li
Yang Dong
CLL
AI4TS
145
10
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21 Nov 2022
DocuT5: Seq2seq SQL Generation with Table Documentation
E. Soare
Iain Mackie
Jeffrey Stephen Dalton
LMTD
178
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11 Nov 2022
Towards Generalizable and Robust Text-to-SQL Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chang Gao
Bowen Li
Wenxuan Zhang
W. Lam
Binhua Li
Fei Huang
Luo Si
Yongbin Li
232
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23 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zefeng Cai
Xiangyu Li
Binyuan Hui
Min Yang
Bowen Li
...
Zhen Cao
Weijie Li
Fei Huang
Luo Si
Yongbin Li
190
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21 Oct 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation
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Yongwei Zhou
Junwei Bao
Chaoqun Duan
Youzheng Wu
Xiaodong He
Tiejun Zhao
ReLM
RALM
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172
25
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15 Oct 2022
Searching for Better Database Queries in the Outputs of Semantic Parsers
Findings (Findings), 2022
A. Osokin
Irina Saparina
R. B. Yarullin
158
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13 Oct 2022
xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph
The VLDB journal (VLDBJ), 2022
Arif Usta
Akifhan Karakayali
Özgür Ulusoy
162
4
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07 Oct 2022
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder
International Conference on Computational Linguistics (COLING), 2022
Fangyu Lei
Shizhu He
Xiang Li
Jun Zhao
Kang Liu
AIMat
LMTD
179
27
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16 Sep 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
International Conference on Computational Linguistics (COLING), 2022
Bowen Qin
Lihan Wang
Binyuan Hui
Bowen Li
Xiangpeng Wei
Binhua Li
Fei Huang
Luo Si
Min Yang
Yongbin Li
220
10
0
14 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
Bowen Qin
Binyuan Hui
Lihan Wang
Min Yang
Jinyang Li
...
Rongyu Cao
Jian Sun
Luo Si
Fei Huang
Yongbin Li
LMTD
240
77
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29 Aug 2022
SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset
Saihao Huang
Lijie Wang
Zhenghua Li
Zeyang Liu
Chenhui Dou
Fukang Yan
Xinyan Xiao
Hua Wu
Min Zhang
113
2
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26 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
International Conference on Computational Linguistics (COLING), 2022
Naihao Deng
Yulong Chen
Yue Zhang
207
72
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22 Aug 2022
Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph
Knowledge Discovery and Data Mining (KDD), 2022
Aiwei Liu
Xuming Hu
Li Lin
Lijie Wen
264
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08 Aug 2022
A Survey on Table Question Answering: Recent Advances
China Conference on Knowledge Graph and Semantic Computing (CKGSC), 2022
Nengzheng Jin
Joanna Siebert
Dongfang Li
Qingcai Chen
LMTD
296
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12 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
Knowledge Discovery and Data Mining (KDD), 2022
Lihan Wang
Bowen Qin
Binyuan Hui
Bowen Li
Min Yang
Bailin Wang
Binhua Li
Fei Huang
Luo Si
Yongbin Li
209
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28 Jun 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiexing Qi
Jingyao Tang
Ziwei He
Xiangpeng Wan
Yu-Jie Cheng
Chenghu Zhou
Xinbing Wang
Quanshi Zhang
Zhouhan Lin
LMTD
238
140
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14 May 2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zihan Zhao
Lu Chen
Ruisheng Cao
Hongshen Xu
Xingyu Chen
Kai Yu
196
9
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13 May 2022
Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss
Natural Language Processing and Chinese Computing (NLPCC), 2022
Kun Wu
Lijie Wang
Zhenghua Li
Xinyan Xiao
153
0
0
26 Apr 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL
International Journal of Machine Learning and Cybernetics (IJMLC), 2022
Longxu Dou
Yan Gao
Mingyang Pan
Dingzirui Wang
Wanxiang Che
Dechen Zhan
Jian-Guang Lou
222
33
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15 Mar 2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing
Findings (Findings), 2022
Yanzhao Zheng
Haibin Wang
B. Dong
Xingjun Wang
Changshan Li
212
39
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14 Mar 2022
S
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SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers
Findings (Findings), 2022
Binyuan Hui
Ruiying Geng
Lihan Wang
Bowen Qin
Bowen Li
Jian Sun
Yongbin Li
178
67
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14 Mar 2022
Korean-Specific Dataset for Table Question Answering
International Conference on Language Resources and Evaluation (LREC), 2022
Changwook Jun
Jooyoung Choi
Myoseop Sim
Hyun Kim
Hansol Jang
Kyungkoo Min
RALM
LMTD
179
7
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17 Jan 2022
Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL
Yuntao Li
Hanchun Zhang
Yutian Li
Sirui Wang
Wei Wu
Yan Zhang
261
8
0
16 Dec 2021
Hierarchical Neural Data Synthesis for Semantic Parsing
Wei Yang
Peng Xu
Yanshuai Cao
155
13
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04 Dec 2021
Linking-Enhanced Pre-Training for Table Semantic Parsing
Bowen Qin
Lihan Wang
Binyuan Hui
Ruiying Geng
Zhen Cao
Min Yang
Jian Sun
Yongbin Li
223
2
0
18 Nov 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
Neural Information Processing Systems (NeurIPS), 2021
Ruichu Cai
Jinjie Yuan
Boyan Xu
Zhifeng Hao
335
77
0
01 Nov 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer
M. A. José
Fabio Gagliardi Cozman
LMTD
199
20
0
07 Oct 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions
Naihao Deng
Shuaichen Chang
Peng Shi
Tao Yu
Rui Zhang
LMTD
197
4
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15 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Torsten Scholak
Nathan Schucher
Dzmitry Bahdanau
445
471
0
10 Sep 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL
Junyang Huang
Yongbo Wang
Yongliang Wang
Yang Dong
Yanghua Xiao
NAI
150
17
0
02 Aug 2021
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