Title
Qwen2.5-Coder Technical Report Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu ... Fei Huang Xingzhang Ren Xuancheng Ren Jingren Zhou Junyang Lin OSLM 121 337 0 18 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 169 7 0 17 Sep 2024
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL Ke Shen Mayank Kejriwal ReLM AI4TS LRM 60 3 0 16 Sep 2024
SQLucid: Grounding Natural Language Database Queries with Interactive Explanations Yuan Tian Jonathan K. Kummerfeld Toby Jia-Jun Li Tianyi Zhang AAML 76 4 0 10 Sep 2024
Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios Zhongyuan Wang Richong Zhang Zhijie Nie Jaein Kim 77 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 73 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
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 112 41 0 17 Aug 2024
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 267 3 0 17 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 110 3 0 16 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 76 11 0 15 Aug 2024
QirK: Question Answering via Intermediate Representation on Knowledge Graphs Jan Luca Scheerer A. Lykov Moe Kayali Ilias Fountalis Dan Olteanu N. Vasiloglou Dan Suciu RALM 65 1 0 14 Aug 2024
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization Zhuoyue Wan Yuanfeng Song Shuaimin Li Chen Jason Zhang Raymond Chi-Wing Wong VLM 78 1 0 14 Aug 2024
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models Guanming Xiong Junwei Bao Hongfei Jiang Yang Song Wen Zhao LRM 110 2 0 09 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 102 34 0 06 Aug 2024
Hybrid Querying Over Relational Databases and Large Language Models T. Pham Cody T. Reynolds A. El Abbadi 93 1 0 01 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 119 6 0 31 Jul 2024
Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload Limin Ma Ken Pu Ying Zhu 82 2 0 28 Jul 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 86 5 0 22 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 88 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 212 32 0 21 Jul 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Ruisheng Cao Fangyu Lei Haoyuan Wu Jixuan Chen Yeqiao Fu ... Qian Liu Victor Zhong Lu Chen Kai Yu Tao Yu 136 24 0 15 Jul 2024
ETM: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models Benjamin Ascoli Ram Kandikonda Jinho D. Choi ELM 69 1 0 10 Jul 2024
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network Yi Zhan Yang Sun Han Weng Longjie Cui Guifeng Wang Jiajun Xie Yu Tian Xiaoming Yin Boyi Liu Dongchi Huang 63 0 0 09 Jul 2024
Lucy: Think and Reason to Solve Text-to-SQL Nina Narodytska S. Vargaftik LMTD ReLM AI4TS LRM 67 2 0 06 Jul 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes Aamod Khatiwada Harsha Kokel Ibrahim Abdelaziz Subhajit Chaudhury Julian T Dolby Oktie Hassanzadeh Zhenhan Huang Tejaswini Pedapati Horst Samulowitz Kavitha Srinivas LMTD 64 3 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 73 0 0 25 Jun 2024
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs Ashwinee Panda Berivan Isik Xiangyu Qi Sanmi Koyejo Tsachy Weissman Prateek Mittal MoMe 139 16 0 24 Jun 2024
AnnotatedTables: A Large Tabular Dataset with Language Model Annotations Yaojie Hu Ilias Fountalis Jin Tian N. Vasiloglou LMTD 77 5 0 24 Jun 2024
UQE: A Query Engine for Unstructured Databases Hanjun Dai B. Wang Xingchen Wan Bo Dai Sherry Yang Azade Nova Pengcheng Yin P. Phothilimthana Charles Sutton Dale Schuurmans 91 7 0 23 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 92 3 0 20 Jun 2024
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput Xiaoxuan Liu Cade Daniel Langxiang Hu Woosuk Kwon Zhuohan Li Xiangxi Mo Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 106 23 0 20 Jun 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 111 2 0 20 Jun 2024
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration Jipeng Cen Jiaxin Liu Zhixu Li Jingjing Wang 92 3 0 19 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
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Arian Askari Christian Poelitz Xinye Tang LLMAG LRM 74 15 0 18 Jun 2024
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement Weimin Xiong Yifan Song Xiutian Zhao Wenhao Wu Xun Wang Ke Wang Cheng Li Wei Peng Sujian Li 95 39 0 17 Jun 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 105 2 0 16 Jun 2024
HiddenTables & PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies William Watson Nicole Cho T. Balch Manuela Veloso LMTD 93 0 0 16 Jun 2024
QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL Yinggang Sun Ziming Guo Haining Yu Chuanyi Liu Xiang Li Bingxuan Wang Xiangzhan Yu Tiancheng Zhao 105 4 0 15 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
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents Cheng-Kuang Wu Zhi Rui Tam Chieh-Yen Lin Yun-Nung Chen Hung-yi Lee LLMAG 105 8 0 13 Jun 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller 90 2 0 12 Jun 2024
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning Yuxi Feng Raymond Li Zhenan Fan Giuseppe Carenini Mohammadreza Pourreza Weiwei Zhang Yong Zhang 73 2 0 12 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 82 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 195 74 0 12 Jun 2024