Grounded Adaptation for Zero-shot Executable Semantic Parsing

16 September 2020

Luke Zettlemoyer

Papers citing "Grounded Adaptation for Zero-shot Executable Semantic Parsing"

50 / 67 papers shown

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
Domain Specific Question to SQL Conversion with Embedded Data Balancing Technique Jyothi T. Satyanarayana Murthy 28 0 0 28 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi H. Chen C. Li SyDa 72 1 0 04 Mar 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 43 0 0 21 Feb 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 74 0 0 28 Nov 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions Hanchong Zhang Ruisheng Cao Hongshen Xu Lu Chen Kai Yu ReLM LRM 46 4 0 04 May 2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL Yangjun Wu Han Wang 19 0 0 09 Mar 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 31 24 0 18 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 14 1 0 13 Feb 2024
Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies Zheng Ning Yuan Tian Zheng Zhang Tianyi Zhang T. Li 42 6 0 11 Feb 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 54 9 0 16 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 28 6 0 04 Dec 2023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Ruisheng Cao Hanchong Zhang Hongshen Xu Jieyu Li Da Ma Lu Chen Kai Yu 30 2 0 28 Oct 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Mohammadreza Pourreza Davood Rafiei 24 12 0 27 Oct 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought Hanchong Zhang Ruisheng Cao Lu Chen Hongshen Xu Kai Yu LRM ReLM 11 45 0 26 Oct 2023
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models Fangyu Lei Qian Liu Yiming Huang Shizhu He Jun Zhao Kang Liu ELM LRM 25 12 0 23 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 13 19 0 10 Oct 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 13 17 0 11 Jul 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation Zihui Gu Ju Fan Nan Tang Songyue Zhang Yuxin Zhang Zui Chen Lei Cao Guoliang Li Sam Madden Xiaoyong Du 27 21 0 15 Jun 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing Shufan Wang Sébastien Jean Sailik Sengupta James Gung Nikolaos Pappas Yi Zhang 31 6 0 24 May 2023
Skill-Based Few-Shot Selection for In-Context Learning Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 29 31 0 23 May 2023
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 28 10 0 23 May 2023
QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing Linzheng Chai Dongling Xiao Jian Yang Liqun Yang Qian-Wen Zhang Yunbo Cao Zhoujun Li Zhao Yan 26 4 0 11 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 34 354 0 04 May 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 15 0 0 27 Apr 2023
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval Chunxi Guo Zhiliang Tian Jintao Tang Pancheng Wang Zhihua Wen Kang Yang Ting Wang 8 19 0 26 Apr 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min-Bin Lin 11 17 0 17 Apr 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li Binyuan Hui Reynold Cheng Bowen Qin Chenhao Ma Nan Huo Fei Huang Wenyu Du Luo Si Yongbin Li LMTD 22 103 0 18 Jan 2023
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 19 6 0 19 Dec 2022
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing Yiyun Zhao Jiarong Jiang Yiqun Hu Wuwei Lan He Zhu ... Joseph Lilien Patrick K. L. Ng Zhiguo Wang Vittorio Castelli Bing Xiang 24 27 0 17 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 22 1 0 22 Nov 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 30 4 0 29 Oct 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Qi Liu Zihuiwen Ye Tao Yu Phil Blunsom Linfeng Song 34 10 0 21 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing Zefeng Cai Xiangyu Li Binyuan Hui Min Yang Bowen Li ... Zhen Cao Weijie Li Fei Huang Luo Si Yongbin Li 23 27 0 21 Oct 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models A. Koleva Martin Ringsquandl Mark Buckley Rakebul Hasan Volker Tresp LMTD 51 5 0 29 Sep 2022
Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne Mirella Lapata 38 13 0 26 Sep 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 29 9 0 14 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 22 52 0 29 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 19 43 0 22 Aug 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 16 3 0 10 Jun 2022
Natural Language Sentence Generation from API Specifications Siyu Huo K. Mukherjee Jayachandu Bandlamudi Vatche Isahagian Vinod Muthusamy Yara Rizk 20 2 0 01 Jun 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 17 21 0 25 May 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Kevin Yang Olivia Deng Charles C. Chen Richard Shin Subhro Roy Benjamin Van Durme 35 10 0 18 May 2022
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Jingfeng Yang Haoming Jiang Qingyu Yin Danqing Zhang Bing Yin Diyi Yang 38 47 0 15 May 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 16 107 0 14 May 2022
Code Generation for Unknown Libraries via Reading API Documentations Koki Washio Yusuke Miyao 11 3 0 16 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 11 8 0 16 Dec 2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation Qingyang Wu Song Feng Derek Chen Sachindra Joshi Luis A. Lastras Zhou Yu 19 13 0 15 Dec 2021
Improving Compositional Generalization with Latent Structure and Data Augmentation Linlu Qiu Peter Shaw Panupong Pasupat Pawel Krzysztof Nowak Tal Linzen Fei Sha Kristina Toutanova CoGe 23 57 0 14 Dec 2021
Hierarchical Neural Data Synthesis for Semantic Parsing Wei Yang Peng-Tao Xu Yanshuai Cao 17 7 0 04 Dec 2021