Towards Generalizable and Robust Text-to-SQL Parsing

Towards Generalizable and Robust Text-to-SQL Parsing

23 October 2022

Fei Huang

Papers citing "Towards Generalizable and Robust Text-to-SQL Parsing"

10 / 10 papers shown

Title
Is GPT-4 a Good Data Analyst? Liying Cheng Xingxuan Li Lidong Bing LM&MA ELM 22 93 0 24 May 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 44 261 0 16 May 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 26 172 0 12 Feb 2023
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 71 40 0 28 Jun 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 367 8,495 0 28 Jan 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 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 80 91 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 154 374 0 10 Sep 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020