GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

29 September 2020

Bailin Wang

Papers citing "GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing"

50 / 149 papers shown

Title
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge Yongrui Chen Junhao He Linbo Fu Shenyu Zhang Rihui Jin ... Nan Hu Y. Zhang Guilin Qi Yi Huang Tongtong Wu 38 0 0 17 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 37 0 0 05 Apr 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi Hongyu Chen C. Li SyDa 82 3 0 04 Mar 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 46 0 0 16 Feb 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 41 0 0 18 Jan 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 57 1 0 03 Jan 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Ruiheng Liu Jinyu Zhang Yanqi Song Yu Zhang Bailong Yang KELM CLL 85 1 0 10 Dec 2024
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 77 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 47 1 0 05 Nov 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL X. Liu Zhao Tan 33 1 0 18 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan Ö. Arik LRM 40 26 0 02 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 56 12 0 25 Sep 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
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging Mohammadreza Pourreza Ruoxi Sun Hailong Li Lesly Miculicich Tomas Pfister Sercan Ö. Arik MoMe 40 5 0 22 Aug 2024
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization Zhuoyue Wan Yuanfeng Song Shuaimin Li Chen Jason Zhang Raymond Chi-Wing Wong VLM 37 1 0 14 Aug 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes Aamod Khatiwada Harsha Kokel Ibrahim Abdelaziz Subhajit Chaudhury Julian T Dolby Oktie Hassanzadeh Zhenhan Huang Tejaswini Pedapati Horst Samulowitz Kavitha Srinivas LMTD 28 2 0 28 Jun 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs Lokesh Mishra Sohayl Dhibi Yusik Kim Cesar Berrospi Ramis Shubham Gupta Michele Dolfi Peter W. J. Staar 53 2 0 27 Jun 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis Yulong Hui Yao Lu Huanchen Zhang RALM 48 9 0 21 Jun 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 24 1 0 20 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
HiddenTables & PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies William Watson Nicole Cho T. Balch Manuela Veloso LMTD 33 0 0 16 Jun 2024
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL J. Yi Guo Chen Zixiang Shen 41 1 0 13 Jun 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
EPI-SQL: Enhancing Text-to-SQL Translation with Error-Prevention Instructions X. Liu Zhao Tan 30 4 0 21 Apr 2024
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Md Mahadi Hasan Nahid Davood Rafiei LRM LMTD ReLM 40 15 0 15 Apr 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL Yutong Shao N. Nakashole 32 1 0 03 Apr 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Xiaokang Zhang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... D. Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 44 21 0 28 Mar 2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL Yangjun Wu Han Wang 29 0 0 09 Mar 2024
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation Yuankai Fan Zhenying He Tonghui Ren Can Huang Yinan Jing Kai Zhang Xiaoyang Sean Wang 30 12 0 27 Feb 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 49 14 0 26 Feb 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Xiaokang Zhang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 38 95 0 26 Feb 2024
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 46 0 0 19 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering Sohan Patnaik Heril Changwal Milan Aggarwal Sumita Bhatia Yaman Kumar Balaji Krishnamurthy LMTD RALM 41 18 0 02 Feb 2024
Decoupling SQL Query Hardness Parsing for Text-to-SQL J. Yi Guo Chen 36 2 0 11 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 39 0 0 06 Dec 2023
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 26 16 0 14 Nov 2023
Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering Kang-il Lee Segwang Kim Kyomin Jung 31 0 0 02 Nov 2023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Ruisheng Cao Hanchong Zhang Hongshen Xu Jieyu Li Da Ma Lu Chen Kai Yu 37 2 0 28 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 46 16 0 27 Oct 2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lió G. Micklem 15 2 0 27 Oct 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Arkil Patel S. Bhattamishra Siva Reddy Dzmitry Bahdanau 37 5 0 18 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 20 19 0 10 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 15 7 0 07 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 18 5 0 01 Oct 2023
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models Levon Haroutunian Zhuang Li Lucian Galescu Philip R. Cohen Raj Tumuluri Gholamreza Haffari LRM 29 1 0 21 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 27 7 0 20 Sep 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 32 6 0 30 Aug 2023
Structural Transfer Learning in NL-to-Bash Semantic Parsers Kyle Duffy S. Bhattamishra Phil Blunsom 11 0 0 31 Jul 2023
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations Yuanfeng Song Xuefang Zhao Raymond Chi-Wing Wong 22 5 0 29 Jul 2023
LakeBench: Benchmarks for Data Discovery over Data Lakes Kavitha Srinivas Julian T Dolby Ibrahim Abdelaziz Oktie Hassanzadeh Harsha Kokel Aamod Khatiwada Tejaswini Pedapati Subhajit Chaudhury Horst Samulowitz 25 10 0 09 Jul 2023