Towards Robustness of Text-to-SQL Models against Synonym Substitution

2 June 2021

Papers citing "Towards Robustness of Text-to-SQL Models against Synonym Substitution"

24 / 24 papers shown

Title
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 91 0 0 23 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 77 1 0 21 Feb 2025
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 83 1 0 05 Nov 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 122 1 0 24 Sep 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 132 71 0 12 Jun 2024
Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng Xi Lin Caiming Xiong R. Socher Michael R. Lyu Irwin King Guosheng Lin 63 52 0 30 Jul 2020
Generating Fluent Adversarial Examples for Natural Languages Huangzhao Zhang Hao Zhou Ning Miao Lei Li AAML GAN 56 143 0 13 Jul 2020
Generating Semantically Valid Adversarial Questions for TableQA Yi Zhu Yiwei Zhou Menglin Xia AAML 30 5 0 26 May 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 79 589 0 10 Nov 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 59 147 0 02 Sep 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant 3DV NAI 63 104 0 29 Aug 2019
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension Jingjing Li Wenlu Wang Wei-Shinn Ku Yingtao Tian Haixun Wang 44 15 0 28 Aug 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 174 1,077 0 27 Jul 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian-Guang Lou Ting Liu Dongmei Zhang 56 383 0 20 May 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant NAI GNN 43 181 0 15 May 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 107 1,953 0 31 Jan 2019
Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Hongyu Xiong R.-H. Sun 29 17 0 04 Dec 2018
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Tao Yu Michihiro Yasunaga Kai-Chou Yang Rui Zhang Dongxu Wang Zifan Li Dragomir R. Radev 38 189 0 11 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 92 1,231 0 24 Sep 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 412 930 0 21 Apr 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 95 1,195 0 31 Aug 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 301 12,063 0 19 Jun 2017
Learning a Neural Semantic Parser from User Feedback Srini Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer 68 349 0 27 Apr 2017
Counter-fitting Word Vectors to Linguistic Constraints N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic L. Rojas-Barahona Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 73 484 0 02 Mar 2016