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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
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 67 1 0 19 Feb 2024
Speculative Streaming: Fast LLM Inference without Auxiliary Models Nikhil Bhendawade Irina Belousova Qichen Fu Henry Mason Mohammad Rastegari Mahyar Najibi LRM 124 32 0 16 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 48 2 0 13 Feb 2024
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Jonathan Fürst Catherine Kosten Farhad Nooralahzadeh Yi Zhang Kurt Stockinger LMTD 45 8 0 13 Feb 2024
AraSpider: Democratizing Arabic-to-SQL Ahmed Heakl Youssef Mohamed A. Zaky 59 0 0 12 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 130 8 0 11 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 246 425 0 09 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 61 28 0 08 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 108 36 0 04 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering Sohan Patnaik Heril Changwal Milan Aggarwal Sumita Bhatia Yaman Kumar Balaji Krishnamurthy LMTD RALM 113 19 0 02 Feb 2024
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion Yujian Liu Jiabao Ji Tong Yu Ryan Rossi Sungchul Kim Handong Zhao Ritwik Sinha Yang Zhang Shiyu Chang RALM LMTD 61 1 0 28 Jan 2024
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure J. Ye Mengnan Du Guiling Wang LMTD 51 8 0 27 Jan 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance Adrian Theuma Ehsan Shareghi 47 5 0 27 Jan 2024
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy Yongkang Liu Yiqun Zhang Qian Li Tong Liu Shi Feng Daling Wang Yifei Zhang Hinrich Schütze 87 9 0 26 Jan 2024
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis Chao Zhang Yuren Mao Yijiang Fan Yu Mi Yunjun Gao Lu Chen Dongfang Lou Jinshu Lin 101 28 0 19 Jan 2024
ReFT: Reasoning with Reinforced Fine-Tuning Trung Quoc Luong Xinbo Zhang Zhanming Jie Peng Sun Xiaoran Jin Hang Li OffRL LRM ReLM 111 132 0 17 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 89 35 0 13 Jan 2024
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation Mahdi Nikdan Soroush Tabesh Elvir Crnčević Dan Alistarh 102 32 0 09 Jan 2024
Blar-SQL: Faster, Stronger, Smaller NL2SQL J. M. Domínguez Benjamín Errázuriz Patricio Daher 58 5 0 04 Jan 2024
Text2MDT: Extracting Medical Decision Trees from Medical Texts Wei-wei Zhu Wenfeng Li Xing Tian Pengfei Wang Xiaoling Wang Jin Chen Yuanbin Wu Yuan Ni Guotong Xie 94 4 0 04 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi R. Fung ... Xu Cao Xingyao Wang Yiquan Wang Chenhui Xu Chengxiang Zhai LLMAG ELM 144 87 0 01 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 97 25 0 30 Dec 2023
Aligning Large Language Models with Human Preferences through Representation Engineering Tianlong Li Xiaohua Wang Muling Wu Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 69 41 0 26 Dec 2023
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases Ben Eyal Amir Bachar Ophir Haroche Michael Elhadad 41 0 0 22 Dec 2023
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries Xinyi He Mengyu Zhou Xinrun Xu Xiaojun Ma Rui Ding ... Ran Jia Xu Chen Shi Han Zejian Yuan Dongmei Zhang LMTD 116 26 0 21 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 119 13 0 16 Dec 2023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 64 25 0 14 Dec 2023
Large Language Models are Complex Table Parsers Bowen Zhao Changkai Ji Yuejie Zhang Wen He Yingwen Wang Qing Wang Rui Feng Xiaobo Zhang LMTD RALM 61 28 0 13 Dec 2023
Translating Natural Language Queries to SQL Using the T5 Model Albert Wong Lien Pham Young Lee Shek Chan Razel Sadaya Y. Khmelevsky Mathias Clement Florence Wing Yau Cheng Joe Mahony Michael Ferri 65 1 0 12 Dec 2023
Decoupling SQL Query Hardness Parsing for Text-to-SQL J. Yi Guo Chen 98 2 0 11 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 74 6 0 04 Dec 2023
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 87 4 0 16 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 96 14 0 16 Nov 2023
TableLlama: Towards Open Large Generalist Models for Tables Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 93 101 0 15 Nov 2023
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 78 21 0 14 Nov 2023
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases Juan Sequeda D. Allemang Bryon Jacob 52 30 0 13 Nov 2023
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Yifei Xu Yuning Chen Xumiao Zhang Xianshang Lin Pan Hu† ... Songwu Lu Wan Du Z. Mao Ennan Zhai Dennis Cai ALM 64 11 0 10 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 101 16 0 02 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Shafiq Joty Yingbo Zhou Semih Yavuz LRM 88 7 0 31 Oct 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 134 2 0 28 Oct 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images Seongsu Bae Daeun Kyung Jaehee Ryu Eunbyeol Cho Gyubok Lee ... Jungwoo Oh Lei Ji E. Chang Tackeun Kim Edward Choi 120 23 0 28 Oct 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Mohammadreza Pourreza Davood Rafiei 72 13 0 27 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 77 20 0 27 Oct 2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lio G. Micklem 86 3 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 66 54 0 26 Oct 2023
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Ben Eyal Amir Bachar Ophir Haroche Moran Mahabi Michael Elhadad CoGe ReLM 54 10 0 20 Oct 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala George Karypis 47 6 0 19 Oct 2023
Reliable Academic Conference Question Answering: A Study Based on Large Language Model Zhiwei Huang Long Jin Junjie Wang Mingchen Tu Yin Hua Zhiqiang Liu Jiawei Meng Hua-zeng Chen Wen Zhang 66 0 0 19 Oct 2023
Large Language Models for Code Analysis: Do LLMs Really Do Their Job? Chongzhou Fang Ning Miao Shaurya Srivastav Jialin Liu Ruoyu Zhang ... Asmita Asmita Ryan Tsang Najmeh Nazari Han Wang Houman Homayoun 124 46 0 18 Oct 2023
CrossData: Leveraging Text-Data Connections for Authoring Data Documents Zhutian Chen Haijun Xia 66 32 0 18 Oct 2023