Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic
Knowledge

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

3 January 2023

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Papers citing "Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge"

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Title
Retrieval and Augmentation of Domain Knowledge for Text-to-SQL Semantic Parsing Manasi Patwardhan Ayush Agarwal Shabbirhussain Bhaisaheb Aseem Arora Lovekesh Vig Sunita Sarawagi 96 0 0 01 Oct 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQLAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jinheon Baek Horst Samulowitz Oktie Hassanzadeh D. Subramanian Sola S. Shirai A. Gliozzo D. Bhattacharjya 124 3 0 28 May 2025
Datrics Text2SQL: A Framework for Natural Language to SQL Query Generation Tetiana Gladkykh Kyrylo Kirykov 56 0 0 03 Apr 2025
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Hao-Heng Chen Feiran Huang Xiao Huang 804 138 0 12 Jun 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning Danna Zheng Mirella Lapata Jeff Z. Pan RALM 263 14 0 19 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 318 46 0 18 Feb 2024
A Survey of Table Reasoning with Large Language Models Xuanliang Zhang Dingzirui Wang Longxu Dou Qingfu Zhu Wanxiang Che LMTD LRM 291 21 0 13 Feb 2024
Natural Language Interfaces for Tabular Data Querying and Visualization: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Weixu Zhang Yifei Wang Wailing Ng Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 325 41 0 27 Oct 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel InterpretationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Arkil Patel S. Bhattamishra Siva Reddy Dzmitry Bahdanau 199 7 0 18 Oct 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsNeural Information Processing Systems (NeurIPS), 2023 Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 384 676 0 04 May 2023
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL Bin Wang Yan Gao Zhoujun Li Jian-Guang Lou 222 10 0 17 Dec 2022
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 937 4,443 0 28 Feb 2017