Title
AnnotatedTables: A Large Tabular Dataset with Language Model Annotations Yaojie Hu Ilias Fountalis Jin Tian N. Vasiloglou LMTD 36 3 0 24 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 71 50 0 12 Jun 2024
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 42 17 0 19 Dec 2023
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 41 359 0 04 May 2023
Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead S. Parthasarathi Lu Zeng Dilek Z. Hakkani-Tür 44 2 0 21 Feb 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 44 143 0 31 Jan 2023
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 52 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 42 9 0 14 Sep 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 71 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 48 41 0 22 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 77 78 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
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 72 95 0 09 Sep 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 34 9 0 07 Sep 2021
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 31 29 0 18 Dec 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015