Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

21 February 2025

Papers citing "Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation"

47 / 47 papers shown

Title
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 153 3 0 17 Aug 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 67 35 0 14 Aug 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 53 3 0 20 May 2024
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Dayton G. Thorpe Andrew J. Duberstein Ian A. Kinsey 50 8 0 19 Apr 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Yanling Wang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 86 111 0 26 Feb 2024
Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies Zheng Ning Yuan Tian Zheng Zhang Tianyi Zhang Tao Li 95 8 0 11 Feb 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks Juhwan Choi Eunju Lee Kyohoon Jin Youngbin Kim 40 11 0 08 Feb 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 126 1,748 1 18 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 94 12 0 16 Dec 2023
Magicoder: Empowering Code Generation with OSS-Instruct Yuxiang Wei Zhe Wang Jiawei Liu Yifeng Ding Lingming Zhang SyDa 50 109 0 04 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 65 6 0 04 Dec 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models Rui Xiao Yiwen Dong Junbo Zhao Runze Wu Minmin Lin Gang Chen Haobo Wang 43 8 0 27 Nov 2023
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback Katherine Tian E. Mitchell Allan Zhou Archit Sharma Rafael Rafailov Huaxiu Yao Chelsea Finn Christopher D. Manning 105 346 0 24 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 91 405 0 04 May 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 63 200 0 29 Mar 2023
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks Fabrizio Gilardi Meysam Alizadeh M. Kubli AI4MH 104 914 0 27 Mar 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 100 2,212 0 20 Dec 2022
IRNet: Iterative Refinement Network for Noisy Partial Label Learning Zheng Lian Ming Xu Lang Chen Guoying Zhao B. Liu Jianhua Tao NoLa 55 4 0 09 Nov 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 78 202 0 15 Aug 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 90 84 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 186 387 0 10 Sep 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 47 91 0 22 Jun 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 46 112 0 02 Jun 2021
Learning to Synthesize Data for Semantic Parsing Bailin Wang Wenpeng Yin Xi Lin Caiming Xiong 38 51 0 12 Apr 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 32 35 0 03 Mar 2021
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 84 210 0 23 Dec 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 178 150 0 23 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 47 541 0 07 Oct 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 73 100 0 16 Sep 2020
Semi-Automatic Data Annotation guided by Feature Space Projection B. C. Benato J. Gomes A. Telea A. X. Falcão 21 42 0 27 Jul 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 133 4,061 0 10 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 154 3,749 0 10 Apr 2020
Reinforced active learning for image segmentation Arantxa Casanova Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal 37 108 0 16 Feb 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 79 589 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 229 10,815 0 29 Oct 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 48 230 0 11 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 59 147 0 02 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 62 188 0 05 Jun 2019
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Wonseok Hwang Ji-Yoon Yim Seunghyun Park Minjoon Seo 62 231 0 04 Feb 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 36 189 0 11 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 83 1,229 0 24 Sep 2018
SQL-to-Text Generation with Graph-to-Sequence Model Kun Xu Lingfei Wu Zhiguo Wang Liwei Chen V. Sheinin GNN RALM 42 83 0 14 Sep 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing Daya Guo Yibo Sun Duyu Tang Nan Duan Jian Yin Hong Chi James Cao Peng Chen M. Zhou 55 55 0 20 Aug 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 79 279 0 23 Jun 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 95 1,194 0 31 Aug 2017
Fast Domain Adaptation for Neural Machine Translation Markus Freitag Yaser Al-Onaizan 52 200 0 20 Dec 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 243 2,716 0 20 Nov 2015