Structure-Grounded Pretraining for Text-to-SQL

24 October 2020

Xiang Deng

Ahmed Hassan Awadallah

Huan Sun

Papers citing "Structure-Grounded Pretraining for Text-to-SQL"

30 / 30 papers shown

Title
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 49 0 0 23 Feb 2025
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 47 1 0 05 Nov 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 49 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 51 0 12 Jun 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 25 21 0 29 Mar 2024
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 31 2 0 14 Jun 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 50 261 0 16 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 34 5 0 26 Apr 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 32 172 0 12 Feb 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick K. L. Ng Bing Xiang OOD 44 34 0 21 Jan 2023
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 42 52 0 19 Dec 2022
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 26 6 0 19 Dec 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 45 9 0 14 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 34 29 0 12 Sep 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Zhengbao Jiang Yi Mao Pengcheng He Graham Neubig Weizhu Chen LMTD 21 36 0 08 Jul 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 181 214 0 20 May 2022
Evaluating the Text-to-SQL Capabilities of Large Language Models Nitarshan Rajkumar Raymond Li Dzmitry Bahdanau LMTD ELM 21 99 0 15 Mar 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 28 55 0 14 Mar 2022
Linking-Enhanced Pre-Training for Table Semantic Parsing Bowen Qin Lihan Wang Binyuan Hui Ruiying Geng Zhen Cao Min Yang Jian Sun Yongbin Li 35 1 0 18 Nov 2021
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 24 27 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 21 14 0 13 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 77 79 0 11 Sep 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization I. Oren Jonathan Herzig Jonathan Berant 30 31 0 06 Sep 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Junyang Huang Yongbo Wang Yongliang Wang Yang Dong Yanghua Xiao NAI 14 15 0 02 Aug 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor Qian Liu Bei Chen Jiaqi Guo Morteza Ziyadi Zeqi Lin Weizhu Chen Jian-Guang Lou LMTD 25 259 0 16 Jul 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 24 86 0 22 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
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020