Title
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 66 5 0 17 Sep 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 65 23 0 17 Aug 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 39 2 0 22 Jul 2024
Lucy: Think and Reason to Solve Text-to-SQL Nina Narodytska S. Vargaftik LMTD ReLM AI4TS LRM 50 2 0 06 Jul 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Irina Saparina Mirella Lapata 59 11 0 27 Jun 2024
AnnotatedTables: A Large Tabular Dataset with Language Model Annotations Yaojie Hu Ilias Fountalis Jin Tian N. Vasiloglou LMTD 44 4 0 24 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 49 27 0 17 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 33 0 0 16 Jun 2024
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL J. Yi Guo Chen Zixiang Shen 46 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 36 6 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 77 53 0 12 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 43 41 0 06 Jun 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 47 3 0 18 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 51 4 0 30 Apr 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 41 2 0 29 Apr 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 55 12 0 15 Apr 2024
Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance Yewei Song Cedric Lothritz Daniel Tang Tegawende F. Bissyande Jacques Klein 57 9 0 12 Apr 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 59 12 0 04 Apr 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL Yutong Shao N. Nakashole 40 1 0 03 Apr 2024
PURPLE: Making a Large Language Model a Better SQL Writer Tonghui Ren Yuankai Fan Zhenying He Ren Huang Jiaqi Dai Can Huang Yinan Jing Kai Zhang Yifan Yang Xiaoyang Sean Wang 37 22 0 29 Mar 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Xiaokang Zhang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... Didong Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 46 22 0 28 Mar 2024
Human Centered AI for Indian Legal Text Analytics Sudipto Ghosh Devanshu Verma Balaji Ganesan Purnima Bindal Vikas Kumar Vasudha Bhatnagar 54 1 0 16 Mar 2024
Schema-Aware Multi-Task Learning for Complex Text-to-SQL Yangjun Wu Han Wang 39 0 0 09 Mar 2024
CLLMs: Consistency Large Language Models Siqi Kou Lanxiang Hu Zhe He Zhijie Deng Hao Zhang 52 28 0 28 Feb 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 62 68 0 27 Feb 2024
BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra Parker Glenn Parag Dakle Liang Wang Preethi Raghavan ReLM 37 7 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 49 14 0 26 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 53 1 0 21 Feb 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning Danna Zheng Mirella Lapata Jeff Z. Pan RALM 42 6 0 19 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 46 24 0 18 Feb 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 44 7 0 16 Feb 2024
AraSpider: Democratizing Arabic-to-SQL Ahmed Heakl Youssef Mohamed A. Zaky 38 0 0 12 Feb 2024
DePLOI: Applying NL2SQL to Synthesize and Audit Database Access Control Pranav Subramaniam Sanjay Krishnan 39 4 0 11 Feb 2024
Using LLM to select the right SQL Query from candidates Zhenwen Li Tao Xie LLMAG 38 9 0 04 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 53 21 0 30 Dec 2023
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 52 17 0 19 Dec 2023
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang Changyu Ren Jian Yang Xinnian Liang Jiaqi Bai ... Zhao Yan Qian-Wen Zhang Di Yin Xing Sun Zhoujun Li 38 55 0 18 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 65 10 0 16 Dec 2023
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 36 6 0 13 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 Chenyu You Yingbo Zhou Semih Yavuz LRM 32 6 0 31 Oct 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala George Karypis 15 4 0 19 Oct 2023
Online Speculative Decoding Xiaoxuan Liu Lanxiang Hu Peter Bailis Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 29 53 0 11 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 25 19 0 10 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 60 5 0 04 Oct 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 32 6 0 30 Aug 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 44 22 0 19 Jul 2023
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Wu Yan Zhang 42 2 0 14 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 29 32 0 05 Jun 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 48 27 0 27 May 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Yang Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 68 6 0 25 May 2023