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Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

31 August 2017

Papers citing "Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning"

50 / 632 papers shown

Title
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization Kwangwook Seo Jinyoung Yeo Dongha Lee ReLM LMTD LRM 53 2 0 18 Jun 2024
End-to-end Text-to-SQL Generation within an Analytics Insight Engine Karime Maamari Amine Mhedhbi SyDa 80 4 0 17 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 140 42 0 16 Jun 2024
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL J. Yi Guo Chen Zixiang Shen 72 1 0 13 Jun 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Rahul Kumar Amar Raja Dibbu Shrutendra Harsola Vignesh T. Subrahmaniam Ashutosh Modi 75 8 0 12 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 174 74 0 12 Jun 2024
Safety Alignment Should Be Made More Than Just a Few Tokens Deep Xiangyu Qi Ashwinee Panda Kaifeng Lyu Xiao Ma Subhrajit Roy Ahmad Beirami Prateek Mittal Peter Henderson 118 142 0 10 Jun 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables Chaoxu Pang Yixuan Cao Chunhao Yang Ping Luo RALM LMTD 75 6 0 06 Jun 2024
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language Farhad Nooralahzadeh Yi Zhang Ellery Smith Sabine Maennel Cyril Matthey-Doret Raphaël de Fondville Kurt Stockinger 66 4 0 05 Jun 2024
CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems Yanlin Feng Sajjadur Rahman Aaron Feng Vincent Chen Eser Kandogan 70 5 0 02 Jun 2024
IAPT: Instruction-Aware Prompt Tuning for Large Language Models Wei-wei Zhu Aaron Xuxiang Tian Congrui Yin Yuan Ni Xiaoling Wang Guotong Xie 85 0 0 28 May 2024
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR Hajung Kim Chanhwi Kim Hoonick Lee Kyochul Jang Jiwoo Lee Kyungjae Lee Gangwoo Kim Jaewoo Kang 60 0 0 22 May 2024
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs Yongrae Jo Seongyun Lee Minju Seo Sung Ju Hwang Moontae Lee 69 3 0 18 May 2024
LoRA Learns Less and Forgets Less D. Biderman Jose Javier Gonzalez Ortiz Jacob P. Portes Mansheej Paul Philip Greengard ... Sam Havens Vitaliy Chiley Jonathan Frankle Cody Blakeney John P. Cunningham CLL 133 141 0 15 May 2024
PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs Kesav Gundabathula Sriram R Kolar 50 2 0 14 May 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering Mengkang Hu Haoyu Dong Ping Luo Shi Han Dongmei Zhang LMTD RALM 66 3 0 13 May 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 97 7 0 04 May 2024
What matters when building vision-language models? Hugo Laurençon Léo Tronchon Matthieu Cord Victor Sanh VLM 105 177 0 03 May 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering Wei Zhou Mohsen Mesgar Heike Adel Annemarie Friedrich LMTD 85 9 0 29 Apr 2024
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Justin Zhao Timothy Wang Wael Abid Geoffrey Angus Arnav Garg Jeffery Kinnison Alex Sherstinsky Piero Molino Travis Addair Devvret Rishi ALM 117 34 0 29 Apr 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 72 2 0 29 Apr 2024
ColA: Collaborative Adaptation with Gradient Learning Enmao Diao Qi Le Suya Wu Xinran Wang Ali Anwar Jie Ding Vahid Tarokh 63 1 0 22 Apr 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu Shiyu Zhao Michihiro Yasunaga Kexin Huang Kaidi Cao Qian Huang V. Ioannidis Karthik Subbian James Zou J. Leskovec 96 20 0 19 Apr 2024
Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning Yilin Gao Arava Sai Kumar Yancheng Li James W. Snyder AI4MH 104 2 0 16 Apr 2024
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Md Mahadi Hasan Nahid Davood Rafiei LRM LMTD ReLM 98 24 0 15 Apr 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 118 15 1 15 Apr 2024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation Patrice Béchard Orlando Marquez Ayala LLMAG 88 61 0 12 Apr 2024
Breathing New Life into Existing Visualizations: A Natural Language-Driven Manipulation Framework Can Liu Jiacheng Yu Yuhan Guo Jiayi Zhuang Yuchu Luo Xiaoru Yuan 65 0 0 09 Apr 2024
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset Akash Ghosh Venkata Sahith Bathini Niloy Ganguly Pawan Goyal Mayank Singh LMTD 56 1 0 30 Mar 2024
SLFNet: Generating Semantic Logic Forms from Natural Language Using Semantic Probability Graphs Hao Wu Fan Xu 76 3 0 29 Mar 2024
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering Che Guan Mengyu Huang Peng Zhang RALM LMTD 66 4 0 28 Mar 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Yanling Wang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... Didong Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 113 36 0 28 Mar 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction Xiang Huang Sitao Cheng Shanshan Huang Jiayu Shen Yong Xu Chaoyun Zhang Yuzhong Qu KELM LRM 137 11 0 18 Mar 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 77 19 0 13 Mar 2024
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency Zhishuai Li Xiang Wang Jingjing Zhao Sun Yang Guoqing Du ... Bin Zhang Yuxiao Ye Ziyue Li Rui Zhao Hangyu Mao AI4TS LRM 61 12 0 13 Mar 2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL Yangjun Wu Han Wang 59 0 0 09 Mar 2024
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models Zexuan Qiu Jingjing Li Shijue Huang Wanjun Zhong Irwin King ELM ALM 101 5 0 06 Mar 2024
WikiTableEdit: A Benchmark for Table Editing by Natural Language Instruction Zheng Li Xiang Chen Xiaojun Wan LMTD KELM 47 1 0 05 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 97 34 0 05 Mar 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation Xueqing Wu Rui Zheng Jingzhen Sha Te-Lin Wu Hanyu Zhou Mohan Tang Kai-Wei Chang Nanyun Peng Haoran Huang 106 2 0 04 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 149 12 0 04 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 173 81 0 27 Feb 2024
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data Xiao Liu Zirui Wu Xueqing Wu Pan Lu Kai-Wei Chang Yansong Feng ELM LRM 110 39 0 27 Feb 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 157 21 0 26 Feb 2024
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiong Wang Jiazhao Li Yiquan Li Xiangyu Qi Junjie Hu Yixuan Li P. McDaniel Muhao Chen Bo Li Chaowei Xiao AAML SILM 111 22 0 22 Feb 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 110 34 0 22 Feb 2024
From Text to CQL: Bridging Natural Language and Corpus Search Engine Luming Lu Jiyuan An Yujie Wang Liner Yang Cunliang Kong ... Shuo Wang Haozhe Lin Mingwei Fang Yaping Huang Erhong Yang 83 1 0 21 Feb 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries Wei Zhao Zhitao Hou Siyuan Wu Yan Gao Haoyu Dong Yao Wan Hongyu Zhang Yulei Sui Haidong Zhang LMTD 327 5 0 20 Feb 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning Danna Zheng Mirella Lapata Jeff Z. Pan RALM 98 9 0 19 Feb 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark Niklas Wretblad Fredrik Gordh Riseby Rahul Biswas Amin Ahmadi Oskar Holmström 112 9 0 19 Feb 2024