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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
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 135 0 0 28 Nov 2024
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 128 37 0 12 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 130 2 0 05 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu Xingwu Sun Xianrui Li Yue Yang Zhiqing Xiao PINN VLM LMTD 138 23 0 04 Nov 2024
BIS: NL2SQL Service Evaluation Benchmark for Business Intelligence Scenarios Bora Caglayan Mingxue Wang John D. Kelleher Shen Fei Gui Tong Jiandong Ding Puchao Zhang 35 2 0 30 Oct 2024
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks Yongchang Hao Yanshuai Cao Lili Mou MQ 76 4 0 28 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 174 7 0 24 Oct 2024
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Dongmei Zhang S. Chaudhuri LMTD 67 2 0 16 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL Qihuang Zhong Kunfeng Chen Liang Ding Juhua Liu Di Lin Dacheng Tao 56 1 0 15 Oct 2024
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries Mingwen Dong Nischal Ashok Kumar Yiqun Hu Anuj Chauhan Chung-Wei Hang ... Wuwei Lan Henghui Zhu Jiarong Jiang Patrick Ng Zhiguo Wang 46 2 0 14 Oct 2024
Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation Thomas Gauthier-Caron Shamane Siriwardhana Elliot Stein Malikeh Ehghaghi Charles Goddard Mark McQuade Jacob Solawetz Maxime Labonne MoMe 75 2 0 10 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 242 3 0 10 Oct 2024
TableRAG: Million-Token Table Understanding with Language Models Si-An Chen Lesly Miculicich Julian Martin Eisenschlos Zifeng Wang Zilong Wang Yanfei Chen Yasuhisa Fujii Hsuan-Tien Lin Chen-Yu Lee Tomas Pfister LMTD RALM 95 14 0 07 Oct 2024
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Daking Rai Rydia R. Weiland Kayla Margaret Gabriella Herrera Tyler H. Shaw Ziyu Yao 81 2 0 05 Oct 2024
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 52 0 0 04 Oct 2024
Unified Multi-Modal Interleaved Document Representation for Information Retrieval Jaewoo Lee Joonho Ko Jinheon Baek Soyeong Jeong Sung Ju Hwang 106 2 0 03 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 123 7 0 01 Oct 2024
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning Haotian Zhang Mingfei Gao Zhe Gan Philipp Dufter Nina Wenzel ... Haoxuan You Zirui Wang Afshin Dehghan Peter Grasch Yinfei Yang VLM MLLM 133 41 1 30 Sep 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents Mareike Hartmann Alexander Koller LM&Ro LLMAG 70 1 0 27 Sep 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 120 22 0 25 Sep 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA Siyue Zhang Anh Tuan Luu Chen Zhao LMTD 75 6 0 25 Sep 2024
Cross-Domain Content Generation with Domain-Specific Small Language Models Ankit Maloo Abhinav Garg CLL 47 0 0 19 Sep 2024
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL Ke Shen Mayank Kejriwal ReLM AI4TS LRM 52 3 0 16 Sep 2024
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources A. Lupidi Carlos Gemmell Nicola Cancedda Jane Dwivedi-Yu Jason Weston Jakob Foerster Roberta Raileanu Maria Lomeli SyDa 90 8 0 12 Sep 2024
Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios Zhongyuan Wang Richong Zhang Zhijie Nie Jaein Kim 75 2 0 30 Aug 2024
Text2SQL is Not Enough: Unifying AI and Databases with TAG Asim Biswal Liana Patel Siddarth Jha Amog Kamsetty Shu Liu Joseph E. Gonzalez Carlos Guestrin Matei A. Zaharia LMTD 3DV 77 19 0 27 Aug 2024
Enhancing SQL Query Generation with Neurosymbolic Reasoning Henrijs Princis Cristina David Alan Mycroft 68 2 0 25 Aug 2024
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables Suyash Vardhan Mathur J. Bafna Kunal Kartik Harshita Khandelwal Manish Shrivastava Vivek Gupta Joey Tianyi Zhou Dan Roth LMTD 113 2 0 25 Aug 2024
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging Mohammadreza Pourreza Ruoxi Sun Hailong Li Lesly Miculicich Tomas Pfister Sercan O. Arik MoMe 72 9 0 22 Aug 2024
Building and better understanding vision-language models: insights and future directions Hugo Laurençon Andrés Marafioti Victor Sanh Léo Tronchon VLM 138 78 0 22 Aug 2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution Yucheng Ruan Xiang Lan Jingying Ma Yizhi Dong Kai He Mengling Feng LMTD 134 10 0 20 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 106 40 0 17 Aug 2024
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL Wenxuan Xie Gaochen Wu Bowen Zhou 70 11 0 15 Aug 2024
MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into $LaTeX$ Formulas for Improved Readability Kyudan Jung Sieun Hyeon Jeong Youn Kwon N. Kim Hyun Gon Ryu Hyuk-Jae Lee Jaeyoung Do 84 3 0 07 Aug 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs Jiaxi Yang Binyuan Hui Min Yang Jian Yang Junyang Lin Chang Zhou SyDa 99 33 0 06 Aug 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 148 3 0 27 Jul 2024
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned Yuan Liao Jiang Bian Yuhui Yun Shuo Wang Yubo Zhang ... Kewei Li Yuchen Li Xuhong Li Shilei Ji Haoyi Xiong 69 2 0 21 Jul 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 188 31 0 21 Jul 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation Gaurav Sahu Abhay Puri Juan A. Rodriguez Alexandre Drouin Perouz Taslakian ... Christopher Pal Nicolas Chapados I. Laradji Sai Rajeswar Mudumba Issam Hadj Laradji ELM 130 7 0 08 Jul 2024
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding Tiancheng Zhao Qianqian Zhang Kyusong Lee Peng Liu Lu Zhang Chunxin Fang Jiajia Liao Kelei Jiang Yibo Ma Ruochen Xu MLLM VLM 92 5 0 06 Jul 2024
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data Younghun Lee Sungchul Kim Ryan Rossi Tong Yu Xiang Chen LMTD 69 2 0 03 Jul 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Sujan Dutta Sayantan Mahinder R. Anantha Bortik Bandyopadhyay ALM 69 7 0 28 Jun 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Irina Saparina Mirella Lapata 99 17 0 27 Jun 2024
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats Ryan Pavlich Nima Ebadi Richard Tarbell Billy Linares Adrian Tan ... Jerris George Rocky Slavin Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 71 0 0 25 Jun 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Shengbang Tong Ellis L Brown Penghao Wu Sanghyun Woo Manoj Middepogu ... Xichen Pan Austin Wang Rob Fergus Yann LeCun Saining Xie 3DV MLLM 161 377 0 24 Jun 2024
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs Ashwinee Panda Berivan Isik Xiangyu Qi Sanmi Koyejo Tsachy Weissman Prateek Mittal MoMe 137 16 0 24 Jun 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma Bohan Zhang Jing Zhang Jifan Yu Yanling Wang Xiaohan Zhang Sijia Luo Xi Wang Jie Tang LMTD 104 10 0 21 Jun 2024
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization Jayetri Bardhan Bushi Xiao Daisy Zhe Wang LRM LMTD 89 3 0 20 Jun 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 103 2 0 20 Jun 2024
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? Jinhyuk Lee Anthony Chen Zhuyun Dai Dheeru Dua Devendra Singh Sachan ... Jeremy R. Cole Sebastian Riedel Iftekhar Naim Ming-Wei Chang Kelvin Guu RALM LRM 107 37 0 19 Jun 2024