Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

18 December 2020

Cicero Nogueira dos Santos

Bing Xiang

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Papers citing "Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training"

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Title
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 30 0 0 06 Apr 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 77 0 0 28 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 49 0 0 24 Sep 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Rahul Kumar Amar Raja Dibbu Shrutendra Harsola Vignesh T. Subrahmaniam Ashutosh Modi 31 6 0 12 Jun 2024
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Yu Wu Yan Zhang 29 2 0 14 Jun 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 40 27 0 27 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 34 5 0 26 Apr 2023
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 34 14 0 23 Apr 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 32 172 0 12 Feb 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick K. L. Ng William Yang Wang Zhiheng Huang AI4CE 30 4 0 17 Dec 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 41 4 0 29 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 33 42 0 25 Oct 2022
AskYourDB: An end-to-end system for querying and visualizing relational databases using natural language Manu Joseph Harsh Raj Anubhav Yadav Aaryaman Sharma 26 5 0 16 Oct 2022
T5QL: Taming language models for SQL generation Samuel Arcadinho David Oliveira Aparício Hugo Veiga António Alegria 26 6 0 21 Sep 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Zhengbao Jiang Yi Mao Pengcheng He Graham Neubig Weizhu Chen LMTD 21 36 0 08 Jul 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 26 21 0 25 May 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver 27 21 0 04 May 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 28 55 0 14 Mar 2022
Integrating question answering and text-to-SQL in Portuguese M. M. José M. A. José Denis Deratani Mauá Fabio Gagliardi Cozman LMTD 17 4 0 08 Feb 2022
Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Yuntao Li Hanchun Zhang Yutian Li Sirui Wang Wei Yu Wu Yan Zhang 19 8 0 16 Dec 2021
Linking-Enhanced Pre-Training for Table Semantic Parsing Bowen Qin Lihan Wang Binyuan Hui Ruiying Geng Zhen Cao Min Yang Jian Sun Yongbin Li 35 1 0 18 Nov 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Young-Suk Lee Radu Florian Salim Roukos 38 43 0 29 Oct 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 32 11 0 07 Oct 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng Shuaichen Chang Peng Shi Tao Yu Rui Zhang LMTD 38 4 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 21 14 0 13 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 77 78 0 11 Sep 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 80 91 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 154 374 0 10 Sep 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Junyang Huang Yongbo Wang Yongliang Wang Yang Dong Yanghua Xiao NAI 14 15 0 02 Aug 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor Qian Liu Bei Chen Jiaqi Guo Morteza Ziyadi Zeqi Lin Weizhu Chen Jian-Guang Lou LMTD 25 259 0 16 Jul 2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL Zhi Chen Lu Chen Hanqi Li Ruisheng Cao Da Ma Mengyue Wu Kai Yu 38 18 0 04 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 22 159 0 02 Jun 2021
Optimizing Deeper Transformers on Small Datasets Peng-Tao Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 24 68 0 30 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 37 29 0 18 Dec 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 231 656 0 09 Sep 2019