Title
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 47 0 0 08 May 2025
Real-time Spatial Retrieval Augmented Generation for Urban Environments David Nazareno Campo Javier Conde Alvaro Alonso Gabriel Huecas Joaquín Salvachúa Pedro Reviriego 17 0 0 04 May 2025
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language Sijin Sun Liangbin Zhao Ming Deng Xiuju Fu 19 0 0 02 May 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 78 0 0 23 Apr 2025
NLCTables: A Dataset for Marrying Natural Language Conditions with Table Discovery Lingxi Cui H. Li Ke Chen Lidan Shou Gang Chen LMTD 20 0 0 22 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 53 0 0 21 Apr 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 47 0 0 07 Apr 2025
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models Weibin Liao Xin Gao Tianyu Jia Rihong Qiu Yifan Zhu Yang Lin Xu Chu Junfeng Zhao Yasha Wang 33 0 0 03 Apr 2025
Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection Souradip Chakraborty Mohammadreza Pourreza Ruoxi Sun Yiwen Song Nino Scherrer ... Furong Huang Amrit Singh Bedi Ahmad Beirami Hamid Palangi Tomas Pfister 48 0 0 02 Apr 2025
Query and Conquer: Execution-Guided SQL Generation Łukasz Borchmann Marek Wydmuch 32 0 0 31 Mar 2025
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs Cong Duy Vu Hoang Gioacchino Tangari Clemence Lanfranchi Dalu Guo Paul Cayet ... Long Duong Damien Hilloulin Rhicheek Patra Sungpack Hong Hassan Chafi 28 0 0 30 Mar 2025
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL Mohammadreza Pourreza Shayan Talaei Ruoxi Sun Xingchen Wan Hailong Li Azalia Mirhoseini Amin Saberi Sercan Ö. Arik ReLM AI4TS LRM 42 1 0 29 Mar 2025
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing Yizhang Zhu Runzhi Jiang Boyan Li Nan Tang Yuyu Luo 34 0 0 28 Mar 2025
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise Karime Maamari Connor Landy Amine Mhedhbi KELM 37 0 0 27 Mar 2025
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics Arsham Gholamzadeh Khoee Shuai Wang Yinan Yu R. Feldt Dhasarathy Parthasarathy 51 1 0 27 Mar 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models Wenqi Pei Hailing Xu Hengyuan Zhao Shizheng Hou Han Chen Zining Zhang Pingyi Luo Bingsheng He 44 0 0 22 Mar 2025
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables M. Ahmad Zan Naeem Michaël Aupetit A. Elmagarmid M. Eltabakh Xiasong Ma M. Ouzzani Chaoyi Ruan LMTD 68 0 0 09 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker M. Izadi VLM 45 0 0 07 Mar 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He Yihao Liu Mengyu Zhou Yeye He Haoyu Dong Shi Han Zejian Yuan Dongmei Zhang LMTD 83 0 0 06 Mar 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL Haoyuan Ma Yongliang Shen Hengwei Liu Wenqi Zhang Haolei Xu Qiuying Peng J. Wang Weiming Lu 39 0 0 06 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi H. Chen C. Li SyDa 72 1 0 04 Mar 2025
Automatic database description generation for Text-to-SQL Yingqi Gao Zhiling Luo 31 0 0 28 Feb 2025
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning Zexiong Ma Chao Peng Pengfei Gao Xiangxin Meng Yanzhen Zou Bing Xie MoMe OffRL LRM 65 4 0 27 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 84 3 0 24 Feb 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs D. Q. Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Vu Don Dharmasiri Yuan-Fang Li Long Duong 33 0 0 23 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 43 0 0 21 Feb 2025
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment Xiangjin Xie Guangwei Xu Lingyan Zhao Ruijie Guo AI4TS 44 3 0 19 Feb 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Yifan Zhu Xiaoran Shang Yang Qin Meina Song AI4TS LRM 60 1 0 17 Feb 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities Hui Wei Zihao Zhang Shenghua He Tian Xia Shijia Pan Fei Liu 43 3 0 16 Feb 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 35 0 0 16 Feb 2025
BASE-SQL: A powerful open source Text-To-SQL baseline approach Lei Sheng Shuai-Shuai Xu Wei Xie AI4TS 39 0 0 15 Feb 2025
Rationalization Models for Text-to-SQL Gaetano Rossiello Nhan Pham Michael R. Glass Junkyu Lee Shankar Subramanian ReLM LRM 50 0 0 10 Feb 2025
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration Minghang Deng Ashwin Ramachandran Canwen Xu Lanxiang Hu Zhewei Yao Anupam Datta Hao Zhang LMTD 119 1 0 02 Feb 2025
CoddLLM: Empowering Large Language Models for Data Analytics Jiani Zhang Hengrui Zhang Rishav Chakravarti Yiqun Hu Patrick K. L. Ng Asterios Katsifodimos Huzefa Rangwala George Karypis Alon Halevy SyDa ELM 107 0 0 01 Feb 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method Peter Baile Chen Yi Zhang Michael Cafarella Dan Roth RALM AIFin 139 2 0 30 Jan 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 63 5 0 21 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 34 0 0 18 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu S. Cheung ALM 69 1 0 18 Jan 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems Oleg Somov Elena Tutubalina 38 1 0 17 Jan 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 43 0 0 06 Jan 2025
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG Rishiraj Saha Roy Chris Hinze Joel Schlotthauer Farzad Naderi Viktor Hangya Andreas Foltyn Luzian Hahn Fabian Kuech 41 0 0 23 Dec 2024
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 66 2 0 17 Dec 2024
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning Zheng Li Yang Du Mao Zheng Mingyang Song LMTD 70 0 0 16 Dec 2024
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL Yang Qin Chao Chen Z. Fu Ze Chen Dezhong Peng Peng Hu Jieping Ye 84 1 0 13 Dec 2024
Text2Cypher: Bridging Natural Language and Graph Databases Makbule Gulcin Ozsoy Leila Messallem Jon Besga Gianandrea Minneci 67 4 0 13 Dec 2024
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language Yuanyuan Liang Tingyu Xie Gan Peng Zihao Huang Yunshi Lan Weining Qian LLMAG 76 1 0 11 Dec 2024
Synergizing LLMs and Knowledge Graphs: A Novel Approach to Software Repository-Related Question Answering Samuel Abedu SayedHassan Khatoonabadi Emad Shihab 69 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 64 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