SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers

14 September 2022

Fei Huang

Min Yang

Papers citing "SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers"

15 / 15 papers shown

Title
Confidence Estimation for Error Detection in Text-to-SQL Systems Oleg Somov Elena Tutubalina 43 1 0 17 Jan 2025
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications Mengting Hu Zhen Zhang Shiwan Zhao Minlie Huang Bingzhe Wu BDL 10 34 0 05 Jun 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 8 170 0 12 Feb 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li Binyuan Hui Reynold Cheng Bowen Qin Chenhao Ma Nan Huo Fei Huang Wenyu Du Luo Si Yongbin Li LMTD 13 103 0 18 Jan 2023
Estimating Soft Labels for Out-of-Domain Intent Detection Hao Lang Yinhe Zheng Jian Sun Feiling Huang Luo Si Yongbin Li 28 15 0 10 Nov 2022
Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao Bowen Li Wenxuan Zhang W. Lam Binhua Li Fei Huang Luo Si Yongbin Li 33 8 0 23 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing Zefeng Cai Xiangyu Li Binyuan Hui Min Yang Bowen Li ... Zhen Cao Weijie Li Fei Huang Luo Si Yongbin Li 23 27 0 21 Oct 2022
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 66 40 0 28 Jun 2022
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 43 41 0 22 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 72 78 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 374 0 10 Sep 2021
Uncertainty-Aware Reliable Text Classification Yibo Hu Latifur Khan EDL UQCV 25 33 0 15 Jul 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 131 150 0 23 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,620 0 03 Jul 2012