Title
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi H. Chen C. Li SyDa 72 1 0 04 Mar 2025
Structural Deep Encoding for Table Question Answering Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier LMTD 44 0 0 03 Mar 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems Oleg Somov Elena Tutubalina 38 0 0 17 Jan 2025
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics Atin Sakkeer Hussain LRM 73 0 0 18 Dec 2024
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 66 2 0 17 Dec 2024
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson K. K. Don Dharmasiri Long Duong Yuan-Fang Li SyDa 46 1 0 16 Oct 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 26 19 0 21 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 27 2 0 21 Jul 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 69 49 0 12 Jun 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Xiaokang Zhang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 32 91 0 26 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 11 0 0 13 Feb 2024
Intent-Based Access Control: Using LLMs to Intelligently Manage Access Control Pranav Subramaniam Sanjay Krishnan 22 4 0 11 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 55 21 0 04 Feb 2024
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 35 15 0 27 Oct 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity Adithya Bhaskar Tushar Tomar Ashutosh Sathe Sunita Sarawagi 20 17 0 20 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 13 19 0 10 Oct 2023
Observatory: Characterizing Embeddings of Relational Tables Tianji Cong Madelon Hulsebos Zhenjie Sun Paul Groth H. V. Jagadish 18 8 0 05 Oct 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 6 16 0 25 Jun 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation Zihui Gu Ju Fan Nan Tang Songyue Zhang Yuxin Zhang Zui Chen Lei Cao Guoliang Li Sam Madden Xiaoyong Du 16 21 0 15 Jun 2023
Exploring Chain-of-Thought Style Prompting for Text-to-SQL Chang-You Tai Ziru Chen Tianshu Zhang Xiang Deng Huan Sun LRM AI4CE ReLM 20 43 0 23 May 2023
Skill-Based Few-Shot Selection for In-Context Learning Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 21 30 0 23 May 2023
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings Shuaichen Chang Eric Fosler-Lussier LRM 4 56 0 19 May 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 14 352 0 04 May 2023
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 315 8,261 0 28 Jan 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 72 76 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 373 0 10 Sep 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Mohit Bansal Christopher Ré AAML OffRL OOD 138 136 0 13 Jan 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 126 148 0 23 Oct 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 0 03 Sep 2019
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 178 708 0 17 Apr 2018