Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

20 May 2019

Papers citing "Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation"

31 / 81 papers shown

Title
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 30 67 0 15 Apr 2021
Improving Text-to-SQL with Schema Dependency Learning Binyuan Hui Xiang Shi Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 37 38 0 07 Mar 2021
On Robustness of Neural Semantic Parsers Shuo Huang Zhuang Li Lizhen Qu Lei Pan AAML 33 16 0 02 Feb 2021
Few-Shot Semantic Parsing for New Predicates Zhuang Li Lizhen Qu Shuo Huang Gholamreza Haffari NAI 28 9 0 26 Jan 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks Arif Usta Akifhan Karakayali Özgür Ulusoy 42 9 0 11 Jan 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 22 19 0 01 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 24 69 0 30 Dec 2020
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 27 207 0 23 Dec 2020
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Pingchuan Ma Shuai Wang 18 2 0 21 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 42 29 0 18 Dec 2020
Iterative Utterance Segmentation for Neural Semantic Parsing Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang 44 3 0 13 Dec 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Runze Wang Zhenhua Ling Jing-Bo Zhou Yu Hu 32 24 0 09 Dec 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 40 40 0 11 Nov 2020
Context Dependent Semantic Parsing: A Survey Zhuang Li Lizhen Qu Gholamreza Haffari 18 19 0 02 Nov 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 23 152 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 27 184 0 24 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 35 27 0 21 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 29 4 0 19 Oct 2020
Improving Compositional Generalization in Semantic Parsing I. Oren Jonathan Herzig Nitish Gupta Matt Gardner Jonathan Berant 29 63 0 12 Oct 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 16 54 0 05 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 40 248 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 41 99 0 16 Sep 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 22 83 0 11 Aug 2020
Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng Xi Lin Caiming Xiong R. Socher M. Lyu Irwin King Guosheng Lin 44 52 0 30 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 26 113 0 17 Jul 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 33 123 0 07 Apr 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context Jian Liu Yubo Chen Jian Liu Jian-Guang Lou Bin Zhou Dongmei Zhang 25 72 0 03 Feb 2020
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 29 56 0 29 Sep 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 30 146 0 02 Sep 2019
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 18 3 0 10 Sep 2018