Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data

9 June 2021

Papers citing "Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data"

21 / 21 papers shown

Title
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 131 0 0 06 Apr 2025
An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science Qiuhai Zeng Claire Jin Xinyue Wang Yuhan Zheng Qunhua Li 139 1 0 23 Feb 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 126 37 0 12 Nov 2024
NL-EDIT: Correcting semantic parse errors through natural language interaction Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo A. Ramos Ahmed Hassan Awadallah KELM 65 46 0 26 Mar 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Peng Shi Patrick Ng Zhiguo Wang Henghui Zhu Alexander Hanbo Li Jun Wang Cicero Nogueira dos Santos Bing Xiang 61 117 0 18 Dec 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 105 159 0 24 Oct 2020
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 78 187 0 24 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 65 134 0 06 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 99 255 0 29 Sep 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 85 68 0 05 May 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 120 655 0 05 Apr 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 106 594 0 10 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study Ziyu Yao Yu-Chuan Su Huan Sun Wen-tau Yih 78 78 0 11 Oct 2019
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 124 1,245 0 24 Sep 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 209 3,534 0 19 Aug 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 88 279 0 23 Jun 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 139 1,206 0 31 Aug 2017
Learning a Neural Semantic Parser from User Feedback Srini Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer 88 348 0 27 Apr 2017
Compositional Semantic Parsing on Semi-Structured Tables Panupong Pasupat Percy Liang CoGe LMTD 138 793 0 03 Aug 2015
Type-Driven Incremental Semantic Parsing with Polymorphism Kai Zhao Liang Huang 75 56 0 19 Nov 2014