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A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization

4 February 2019

Papers citing "A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization"

50 / 68 papers shown

Title
SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes Wenxuan Xie Yaxun Dai Wenhao Jiang AI4TS LRM 24 0 0 08 Jun 2025
On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools Shivani Upadhyay Messiah Ataey Shariyar Murtuza Yifan Nie Jimmy J. Lin 89 0 0 05 Jun 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps Maximiliano Hormazábal Lagos Álvaro Bueno Saez Héctor Cerezo-Costas Pedro Alonso Doval Jorge Alcalde Vesteiro 39 0 0 28 May 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 108 1 0 21 Feb 2025
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 94 2 0 20 Jun 2024
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lio G. Micklem 86 3 0 27 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 69 8 0 07 Oct 2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations Yuan Tian Zheng Zhang Zheng Ning Toby Jia-Jun Li Jonathan K. Kummerfeld Tianyi Zhang 114 14 0 12 May 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 100 355 0 21 Apr 2023
Underwater Robotics Semantic Parser Assistant P. Parekh Cedric McGuire Jake Imyak 85 1 0 28 Jan 2023
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 68 6 0 20 Dec 2022
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 95 31 0 20 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 121 58 0 19 Dec 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 74 2 0 11 Nov 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 71 33 0 09 Nov 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 66 6 0 04 Oct 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 116 29 0 12 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 108 58 0 29 Aug 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 98 48 0 12 Jul 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 82 114 0 14 May 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Yu Gu Yu-Chuan Su 81 73 0 17 Apr 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 102 27 0 15 Mar 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 110 304 0 16 Jan 2022
Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Yuntao Li Hanchun Zhang Yutian Li Sirui Wang Wei Wu Yan Zhang 66 8 0 16 Dec 2021
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture Seongsu Bae Daeyoung Kim Jiho Kim Edward Choi 98 6 0 14 Nov 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 104 64 0 01 Nov 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 113 42 0 22 Sep 2021
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Yongrui Chen Xinnan Guo Chaojie Wang Jian Qiu Guilin Qi Meng Wang Huiying Li LMTD VLM 48 10 0 12 Sep 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs Pierre Marion Pawel Krzysztof Nowak Francesco Piccinno LMTD 64 21 0 01 Sep 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Alexander Hanbo Li Patrick Ng Peng Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 204 32 0 05 Aug 2021
Can Deep Neural Networks Predict Data Correlations from Column Names? Immanuel Trummer 75 8 0 09 Jul 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation Gabriel Orlanski Alex Gittens 57 20 0 08 Jun 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 76 54 0 17 May 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 111 169 0 18 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 88 40 0 07 Mar 2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Kun Wu Lijie Wang Zhenghua Li Ao Zhang Xinyan Xiao Hua Wu Min Zhang Haifeng Wang 59 35 0 03 Mar 2021
Representations for Question Answering from Documents with Tables and Text Vicky Zayats Kristina Toutanova Mari Ostendorf LMTD 105 37 0 26 Jan 2021
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Binyuan Hui Ruiying Geng Qiyu Ren Binhua Li Yongbin Li Jian Sun Fei Huang Luo Si Pengfei Zhu Xiao-Dan Zhu 93 19 0 05 Jan 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 93 31 0 29 Dec 2020
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 108 210 0 23 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 92 30 0 18 Dec 2020
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases Yu Gu Sue E. Kase M. Vanni Brian M. Sadler Percy Liang Xifeng Yan Yu-Chuan Su 107 215 0 16 Nov 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 78 40 0 11 Nov 2020
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Yuntao Li Bei Chen Qian Liu Yan Gao Jian-Guang Lou Yan Zhang Dongmei Zhang 60 16 0 09 Nov 2020
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Ning Li Bethany Keller M. Butler Daniel Cer 56 8 0 07 Nov 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 117 159 0 24 Oct 2020
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 93 15 0 23 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 44 4 0 19 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 65 135 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 107 255 0 29 Sep 2020