Title
Synergizing LLMs and Knowledge Graphs: A Novel Approach to Software Repository-Related Question Answering Samuel Abedu SayedHassan Khatoonabadi Emad Shihab 80 0 0 05 Dec 2024
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Vishwanath Seshagiri Siddharth Balyan Vaastav Anand Kaustubh Dhole Ishan Sharma Avani Wildani José Cambronero Andreas Züfle 92 2 0 04 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 76 4 0 03 Dec 2024
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension Zipeng Qiu You Peng Guangxin He Binhang Yuan Chen Wang LMTD 106 2 0 29 Nov 2024
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities Ashwin Ramachandran Sunita Sarawagi 68 2 0 23 Nov 2024
Towards a Middleware for Large Language Models Narcisa Guran Florian Knauf Man Ngo Stefan Petrescu Jan S. Rellermeyer 73 1 0 21 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Shafiq R. Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 94 3 0 19 Nov 2024
Tackling prediction tasks in relational databases with LLMs Marek Wydmuch Łukasz Borchmann Filip Graliñski 72 2 0 18 Nov 2024
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Yizhe Yang Chong Feng 75 0 0 18 Nov 2024
LLM4DS: Evaluating Large Language Models for Data Science Code Generation Nathalia Nascimento Everton Guimaraes Sai Sanjna Chintakunta Santhosh Anitha Boominathan ALM ELM 79 2 0 16 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 52 3 0 13 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 82 21 0 12 Nov 2024
Towards Optimizing SQL Generation via LLM Routing Mohammadhossein Malekpour Nour Shaheen Foutse Khomh Amine Mhedhbi AI4TS 31 2 0 06 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 Yi Yang Zhiqing Xiao PINN VLM LMTD 67 11 0 04 Nov 2024
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation Zhenbiao Cao Yuanlei Zheng Zhihao Fan Xiaojin Zhang Wei Chen Xiang Bai 86 8 0 31 Oct 2024
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases Zhisheng Lin Yifu Liu Zhiling Luo Jinyang Gao Yu Li 29 0 0 24 Oct 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL X. Liu Zhao Tan 33 1 0 18 Oct 2024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation S. Gorti Ilan Gofman Zhaoyan Liu Jiapeng Wu Noël Vouitsis Guangwei Yu Jesse C. Cresswell Rasa Hosseinzadeh SyDa 58 6 0 16 Oct 2024
AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data Xinjie Zhao Moritz Blum Rui Yang Boming Yang Luis Márquez Carpintero ... Yiming Li Yanran Fu R. Wang Juntao Zhang Irene Z Li 28 3 0 15 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 Bo Du Dacheng Tao 41 0 0 15 Oct 2024
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa Hayate Iso Nikita Bhutani RALM 108 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 K. L. Ng Zhiguo Wang 18 2 0 14 Oct 2024
Online Digital Investigative Journalism using SociaLens Hasan M. Jamil Sajratul Y. Rubaiat 18 1 0 13 Oct 2024
Context-Aware SQL Error Correction Using Few-Shot Learning -- A Novel Approach Based on NLQ, Error, and SQL Similarity Divyansh Jain Eric Yang 27 0 0 11 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 47 11 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 38 1 0 05 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan Ö. Arik LRM 40 26 0 02 Oct 2024
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement Shouvon Sarker Xishuang Dong Xiangfang Li Lijun Qian AI4TS 32 2 0 02 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 36 5 0 01 Oct 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 29 7 0 27 Sep 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 56 12 0 25 Sep 2024
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark Heegyu Kim Taeyang Jeon Seunghwan Choi Seungtaek Choi Hyunsouk Cho 47 0 0 24 Sep 2024
Natural Language Query Engine for Relational Databases using Generative AI Steve Tueno Fotso 26 0 0 23 Sep 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL Ruilin Luo Liyuan Wang Binghuai Lin Zicheng Lin Yujiu Yang LRM 35 5 0 21 Sep 2024
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 75 205 0 18 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 36 5 0 12 Sep 2024
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation Yihang Zheng Bo-wen Li Zhenghao Lin Yi Luo Xuanhe Zhou Chen Lin Jinsong Su Guoliang Li Shifu Li ELM 46 1 0 05 Sep 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 34 15 0 27 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 Ö. Arik MoMe 40 5 0 22 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 65 20 0 17 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 54 1 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 39 8 0 15 Aug 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 52 25 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 31 1 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 61 22 0 06 Aug 2024
Hybrid Querying Over Relational Databases and Large Language Models T. Pham Cody T. Reynolds A. El Abbadi 33 1 0 01 Aug 2024
Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload Limin Ma Ken Pu Ying Zhu 48 2 0 28 Jul 2024
AgentPeerTalk: Empowering Students through Agentic-AI-Driven Discernment of Bullying and Joking in Peer Interactions in Schools Aditya Paul Chi Lok Yu Eva Adelina Susanto Nicholas Wai Long Lau Gwenyth Isobel Meadows LLMAG 35 3 0 27 Jul 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 34 19 0 21 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 44 2 0 21 Jul 2024