Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

20 May 2019

Papers citing "Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation"

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Title
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Boyi Liu Yuanfeng Song Dun Zeng Yingxiang Yang Yi Zhan Longjie Cui Xiaoming Yin Yang Sun 14 0 0 18 May 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 45 2 0 17 Mar 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 84 0 0 28 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 50 1 0 05 Nov 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 50 0 0 01 Oct 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 54 0 0 24 Sep 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 77 53 0 12 Jun 2024
Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models Xiaojun Chen Tianle Wang Tianhao Qiu Jianbin Qin Min Yang AI4TS 47 4 0 04 May 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL Yutong Shao N. Nakashole 40 1 0 03 Apr 2024
PURPLE: Making a Large Language Model a Better SQL Writer Tonghui Ren Yuankai Fan Zhenying He Ren Huang Jiaqi Dai Can Huang Yinan Jing Kai Zhang Yifan Yang Xiaoyang Sean Wang 37 22 0 29 Mar 2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL Yangjun Wu Han Wang 39 0 0 09 Mar 2024
Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language Zhenwen Li Jian-Guang Lou Tao Xie 54 0 0 21 Dec 2023
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang Changyu Ren Jian Yang Xinnian Liang Jiaqi Bai ... Zhao Yan Qian-Wen Zhang Di Yin Xing Sun Zhoujun Li 38 55 0 18 Dec 2023
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Wu Yan Zhang 42 2 0 14 Jun 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 48 27 0 27 May 2023
Is GPT-4 a Good Data Analyst? Liying Cheng Xingxuan Li Lidong Bing LM&MA ELM 38 95 0 24 May 2023
Wav2SQL: Direct Generalizable Speech-To-SQL Parsing Huadai Liu Rongjie Huang Jinzheng He Gang Sun Ran Shen Xize Cheng Zhou Zhao 36 3 0 21 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 64 369 0 04 May 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 34 176 0 12 Feb 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 37 1 0 12 Jan 2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 33 5 0 10 Jan 2023
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Yongrui Chen Xinnan Guo Tongtong Wu Guilin Qi Yongqian Li Yang Dong CLL AI4TS 31 7 0 21 Nov 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 47 2 0 11 Nov 2022
AskYourDB: An end-to-end system for querying and visualizing relational databases using natural language Manu Joseph Harsh Raj Anubhav Yadav Aaryaman Sharma 29 5 0 16 Oct 2022
xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph Arif Usta Akifhan Karakayali Özgür Ulusoy 32 3 0 07 Oct 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 47 9 0 14 Sep 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 37 46 0 22 Aug 2022
Is a Question Decomposition Unit All We Need? Pruthvi H. Patel Swaroop Mishra Mihir Parmar Chitta Baral ReLM 158 51 0 25 May 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 33 55 0 14 Mar 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 44 13 0 04 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 29 8 0 16 Dec 2021
Compositional Generalization for Natural Language Interfaces to Web APIs Saghar Hosseini Ahmed Hassan Awadallah Yu-Chuan Su 25 6 0 09 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 40 1 0 18 Nov 2021
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture Seongsu Bae Daeyoung Kim Jiho Kim Edward Choi 19 6 0 14 Nov 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 40 22 0 01 Nov 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 32 15 0 27 Oct 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 34 11 0 07 Oct 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 51 41 0 22 Sep 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng Shuaichen Chang Peng Shi Tao Yu Rui Zhang LMTD 43 4 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 26 14 0 13 Sep 2021
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Yongrui Chen Xinnan Guo Chaojie Wang Jian Qiu Guilin Qi Meng Wang Huiying Li LMTD VLM 26 10 0 12 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Zhuang Li Lizhen Qu Gholamreza Haffari CLL 45 15 0 11 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 80 80 0 11 Sep 2021
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 90 91 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 39 138 0 08 Sep 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 36 9 0 07 Sep 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Junyang Huang Yongbo Wang Yongliang Wang Yang Dong Yanghua Xiao NAI 22 15 0 02 Aug 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 28 86 0 22 Jun 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation Gabriel Orlanski Alex Gittens 29 20 0 08 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 22 159 0 02 Jun 2021