MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

27 December 2022

Papers citing "MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing"

26 / 26 papers shown

Title
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 72 30 0 20 Dec 2022
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 65 11 0 07 Oct 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 206 388 0 10 Sep 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver J. Woodward Jinxia Xie Pengsheng Huang AAML 66 112 0 02 Jun 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 375 205 0 18 Apr 2021
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 66 54 0 05 Oct 2020
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 105 179 0 21 Aug 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu Batool Haider Saab Mansour 43 155 0 29 Apr 2020
Bootstrapping a Crosslingual Semantic Parser Tom Sherborne Yumo Xu Mirella Lapata 70 25 0 06 Apr 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 219 355 0 02 Mar 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 124 1,811 0 22 Jan 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 85 590 0 10 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 223 6,565 0 05 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 445 20,298 0 23 Oct 2019
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 61 57 0 29 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 52 234 0 11 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 106 514 0 05 Sep 2019
SParC: Cross-Domain Semantic Parsing in Context Tao Yu Rui Zhang Michihiro Yasunaga Y. Tan Xi Lin ... Jonathan Kraft Vincent Zhang Caiming Xiong R. Socher Dragomir R. Radev 67 192 0 05 Jun 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
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 61 232 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 97 1,241 0 24 Sep 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Jonathan Herzig Jonathan Berant 49 52 0 21 Apr 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 102 1,203 0 31 Aug 2017
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 101 1,303 0 15 Aug 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,512 0 16 Jan 2013