Title
eSapiens: A Real-World NLP Framework for Multimodal Document Understanding and Enterprise Knowledge Processing Isaac Shi Zeyuan Li Wenli Wang Lewei He Yang Yang Tianyu Shi RALM 12 0 0 20 Jun 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Anshul Singh Chris Biemann Jan Strich LMTD LRM 19 0 0 13 Jun 2025
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres Muskan Dosi Chiranjeev Chiranjeev K. Thakral Mayank Vatsa Richa Singh 109 0 0 12 Jun 2025
Taming SQL Complexity: LLM-Based Equivalence Evaluation for Text-to-SQL Qingyun Zeng Simin Ma Arash Niknafs Ashish Basran Carol Szabo 54 0 0 11 Jun 2025
Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents Irene Testini José Hernández-Orallo Lorenzo Pacchiardi 28 0 0 10 Jun 2025
SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation Janghyeon Yun Sang-goo Lee 17 0 0 09 Jun 2025
SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes Wenxuan Xie Yaxun Dai Wenhao Jiang AI4TS LRM 37 0 0 08 Jun 2025
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Lingjiao Chen Dongmei Zhang S. Chaudhuri H. V. Jagadish LMTD ELM LRM 44 0 0 05 Jun 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering Junnan Zhu Jingyi Wang Bohan Yu Xiaoyu Wu Junbo Li Lei Wang Nan Xu LMTD 84 0 0 04 Jun 2025
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL Yue Gong Chuan Lei X. Qin Kapil Vaidya Balakrishnan Narayanaswamy Tim Kraska 33 0 0 04 Jun 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages Yongdong chi Hanqing Wang Zonghan Yang Jian Yang Xiao Yan Yun-Nung Chen Guanhua Chen 39 0 0 01 Jun 2025
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL Ge Qu Jinyang Li Bowen Qin Xiaolong Li Nan Huo Chenhao Ma Reynold Cheng 25 0 0 31 May 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL Jinheon Baek Horst Samulowitz Oktie Hassanzadeh D. Subramanian Sola S. Shirai A. Gliozzo D. Bhattacharjya 44 0 0 28 May 2025
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning Yongkang Liu Xingle Xu Ercong Nie Zijing Wang Shi Feng Daling Wang Qian Li Hinrich Schutze 39 0 0 28 May 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies Terrance Liu Shuyi Wang Daniel Preotiuc-Pietro Yash Chandarana Chirag Gupta 29 1 0 27 May 2025
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models Dario Satriani Enzo Veltri Donatello Santoro Paolo Papotti LMTD HILM 53 0 0 27 May 2025
Large Language Models for IT Automation Tasks: Are We There Yet? Md Mahadi Hassan John Salvador Akond Rahman S. Karmaker 61 0 0 26 May 2025
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Jihyung Lee Jin-Seop Lee Jaehoon Lee YunSeok Choi Jee-Hyong Lee 37 0 0 26 May 2025
The Coverage Principle: A Framework for Understanding Compositional Generalization Hoyeon Chang Jinho Park Hanseul Cho Sohee Yang Miyoung Ko Hyeonbin Hwang Seungpil Won Dohaeng Lee Youbin Ahn Minjoon Seo 63 0 0 26 May 2025
Meta-aware Learning in text-to-SQL Large Language Model Wenda Zhang 53 0 0 25 May 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text Mushtari Sadia Zhenning Yang Yunming Xiao Ang Chen Amrita Roy Chowdhury SyDa 68 0 0 25 May 2025
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning Junyu Chen Junzhuo Li Zhen Peng Wenjie Wang Yuxiang Ren Long Shi Xuming Hu MQ 33 0 0 24 May 2025
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification Poojah Ganesan Rajat Aayush Jha Dan Roth Vivek Gupta 79 0 0 23 May 2025
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases Mathew J. Koretsky Maya Willey Adi Asija Owen Bianchi Chelsea X. Alvarado ... Nicole Kuznetsov Sungwon Kim M. Nalls Daniel Khashabi F. Faghri 19 0 0 23 May 2025
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Jipeng Zhang Haolin Yang Kehao Miao Ruiyuan Zhang Renjie Pi Jiahui Gao Xiaofang Zhou 183 0 0 22 May 2025
An Efficient Private GPT Never Autoregressively Decodes Zhengyi Li Yue Guan Kang Yang Yu Feng Ning Liu Yu Yu Jingwen Leng Minyi Guo 72 0 0 21 May 2025
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs Federico Ranaldi Andrea Zugarini Leonardo Ranaldi Fabio Massimo Zanzotto 48 0 0 21 May 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling Jinwang Song Hongying Zan Kunli Zhang Lingling Mu Yingjie Han Haobo Hua Min Peng 68 0 0 20 May 2025
Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning Yusuf Denizay Dönder Derek Hommel Andrea W Wen-Yi David Mimno Unso Eun Seo Jo LRM 50 0 0 20 May 2025
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL Yaxun Dai Wenxuan Xie Xialie Zhuang Tianyu Yang Yiying Yang Haiqin Yang Yuhang Zhao Pingfu Chao Wenhao Jiang ReLM LRM 133 0 0 19 May 2025
CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning Lei Sheng Shuai-Shuai Xu LRM 82 0 0 19 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Puzhen Wu Yuanfeng Song Dun Zeng Boyi Liu ... Qianru Zhang Dong Huang Xiaoming Yin Yang Sun Xing Chen 59 0 0 18 May 2025
Table-R1: Region-based Reinforcement Learning for Table Understanding Zhenhe Wu Jian Yang Jiaheng Liu Xianjie Wu Changzai Pan Jie Zhang Yu Zhao Shuangyong Song Yongxiang Li Zhoujun Li LMTD LRM 86 1 0 18 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 106 1 0 14 May 2025
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 114 16 0 09 May 2025
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 383 0 0 08 May 2025
Enhancing Text2Cypher with Schema Filtering Makbule Gulcin Ozsoy 109 0 0 08 May 2025
Structured Prompting and Feedback-Guided Reasoning with LLMs for Data Interpretation Amit Rath LRM 55 1 0 03 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 65 0 0 02 May 2025
Fact-Consistency Evaluation of Text-to-SQL Generation for Business Intelligence Using Exaone 3.5 Jeho Choi HILM 85 0 0 30 Apr 2025
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator Md Fahim Anjum LRM 130 0 0 30 Apr 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 175 0 0 23 Apr 2025
Text-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions Tian Bai Huiyan Ying Kailong Suo Junqiu Wei Tao Fan Yuanfeng Song 72 0 0 23 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 133 1 0 21 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 163 8 0 17 Apr 2025
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge Yongrui Chen Junhao He Linbo Fu Shenyu Zhang Rihui Jin ... Nan Hu Yu Zhang Guilin Qi Yi Huang Tongtong Wu 63 0 0 17 Apr 2025
Xpose: Bi-directional Engineering for Hidden Query Extraction Ahana Pradhan Jayant Haritsa 46 0 0 15 Apr 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval Keyan Xu Dingzirui Wang Xuanliang Zhang Qingfu Zhu Wanxiang Che 77 0 0 14 Apr 2025
Alleviating the Fear of Losing Alignment in LLM Fine-tuning Kang Yang Guanhong Tao X. Chen Jun Xu 81 1 0 13 Apr 2025
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression Hanqi Xiao Yi-Lin Sung Elias Stengel-Eskin Joey Tianyi Zhou MQ 104 0 0 10 Apr 2025