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Learning to Synthesize Data for Semantic Parsing

12 April 2021

Bailin Wang

Papers citing "Learning to Synthesize Data for Semantic Parsing"

24 / 24 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
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 102 1 0 21 Feb 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 130 0 0 28 Nov 2024
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 98 210 0 23 Dec 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
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 90 100 0 16 Sep 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 89 130 0 07 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
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,880 0 29 Oct 2019
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Jonathan Herzig Jonathan Berant 53 40 0 26 Aug 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 68 385 0 20 May 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 77 234 0 21 Apr 2019
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 60 190 0 11 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 79 233 0 05 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 126 1,245 0 24 Sep 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
Learning to Paraphrase for Question Answering Li Dong Jonathan Mallinson Siva Reddy Mirella Lapata 64 213 0 20 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 811 132,725 0 12 Jun 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
Data Recombination for Neural Semantic Parsing Robin Jia Percy Liang 96 466 0 11 Jun 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 114 730 0 06 Jan 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 261 2,724 0 20 Nov 2015
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars Luke S. Zettlemoyer M. Collins 133 973 0 04 Jul 2012