Proton: Probing Schema Linking Information from Pre-trained Language
Models for Text-to-SQL Parsing

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing

28 June 2022

Min Yang

Bailin Wang

Fei Huang

Papers citing "Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing"

17 / 17 papers shown

Title
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 69 50 0 12 Jun 2024
Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models Xiaojun Chen Tianle Wang Tianhao Qiu Jianbin Qin Min Yang AI4TS 35 4 0 04 May 2024
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 36 356 0 04 May 2023
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets Richard Tarbell Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 15 9 0 22 Mar 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 30 143 0 31 Jan 2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph Yuxing Long Binyuan Hui Fulong Ye Yanyang Li Zhuoxin Han Caixia Yuan Yongbin Li Xiaojie Wang LLMAG 25 7 0 05 Jan 2023
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 34 2 0 11 Nov 2022
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
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 42 2 0 15 Sep 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 37 9 0 14 Sep 2022
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems Ting-En Lin Yuchuan Wu Feiling Huang Luo Si Jian Sun Yongbin Li 49 22 0 30 May 2022
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 48 41 0 22 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 74 78 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 151 374 0 10 Sep 2021
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads Bowen Li Taeuk Kim Reinald Kim Amplayo Frank Keller SSL 42 17 0 19 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 253 3,236 0 24 Nov 2016