Title
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 12 0 0 16 May 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 46 0 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 Y. Zhang Guilin Qi Yi Huang Tongtong Wu 38 0 0 17 Apr 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 2 0 24 Mar 2025
General Table Question Answering via Answer-Formula Joint Generation Zhongyuan Wang Richong Zhang Zhijie Nie LMTD 149 0 0 16 Mar 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering Andreas Evangelatos Giorgos Filandrianos Maria Lymperaiou Athanasios Voulodimos Giorgos Stamou LMTD 88 0 0 01 Mar 2025
In-context learning of evolving data streams with tabular foundational models Afonso Lourenço João Gama Eric P. Xing Goreti Marreiros 61 0 0 24 Feb 2025
HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization Zhenghao Liu H. Wang Xinze Li Qiushi Xiong Xiaocui Yang ... Yukun Yan Qi Shi Fangfang Li Ge Yu Maosong Sun LMTD 57 0 0 24 Feb 2025
Evolving Symbolic 3D Visual Grounder with Weakly Supervised Reflection Boyu Mi Hanqing Wang Tai Wang Yilun Chen Jiangmiao Pang 74 0 0 21 Feb 2025
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 76 0 0 20 Feb 2025
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 60 10 0 20 Feb 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning Peiying Yu Guoxin Chen Jingjing Wang LLMAG LMTD LRM 70 2 0 17 Feb 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models Hanxing Ding Shuchang Tao Liang Pang Zihao Wei Jinyang Gao Bolin Ding Huawei Shen Xueqi Chen LLMAG KELM 79 2 0 17 Feb 2025
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang N. Lipovetzky Krista A. Ehinger 86 2 0 10 Jan 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 149 0 0 31 Dec 2024
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning Zheng Li Yang Du Mao Zheng Mingyang Song LMTD 80 0 0 16 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Yuanhao Shen Xiaodan Zhu L. Chen 90 3 0 11 Dec 2024
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 123 0 0 10 Dec 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
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 31 0 0 02 Nov 2024
Are LLMs Models of Distributional Semantics? A Case Study on Quantifiers Zhang Enyan Zewei Wang Michael A. Lepori Ellie Pavlick Helena Aparicio 31 1 0 17 Oct 2024
Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models Sahar Iravani Tim . O . F Conrad LMTD 34 0 0 15 Oct 2024
Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement J. Shtok Amit Alfassy Foad Abo Dahood Eliyahu Schwartz Sivan Doveh Assaf Arbelle LRM ReLM 32 0 0 14 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 53 2 0 10 Oct 2024
Can LLMs plan paths with extra hints from solvers? Erik Wu Sayan Mitra LRM 26 0 0 07 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 45 11 0 07 Oct 2024
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models Jia-Nan Li Jian Guan Wei Wu Zhengtao Yu Rui Yan LMTD 44 1 0 29 Sep 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA Siyue Zhang Anh Tuan Luu Chen Zhao LMTD 34 4 0 25 Sep 2024
Seek and Solve Reasoning for Table Question Answering Ruya Jiang Chun Wang Weihong Deng LMTD ReLM LRM 38 2 0 09 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
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 51 2 0 25 Aug 2024
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts Qingkai Zeng Yuyang Bai Zhaoxuan Tan Zhenyu Wu Shangbin Feng Meng Jiang 23 3 0 17 Aug 2024
FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats Xuanliang Zhang Dingzirui Wang Longxu Dou Baoxin Wang Dayong Wu Qingfu Zhu Wanxiang Che LMTD ReLM 49 2 0 16 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 69 15 0 01 Aug 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 32 2 0 22 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
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models Yuzhang Tian Jianbo Zhao Haoyu Dong Junyu Xiong Shiyu Xia ... Yun Lin José Cambronero Yeye He Shi Han Dongmei Zhang LMTD 43 6 0 12 Jul 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 41 2 0 08 Jul 2024
Concise and Precise Context Compression for Tool-Using Language Models Yang Xu Yunlong Feng Honglin Mu Yutai Hou Yitong Li ... Zhongyang Li Dandan Tu Qingfu Zhu M. Zhang Wanxiang Che LLMAG 22 3 0 02 Jul 2024
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables Nikhil Abhyankar Vivek Gupta Dan Roth Chandan K. Reddy LMTD 52 2 0 29 Jun 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Md Mahadi Hasan Nahid Davood Rafiei LMTD 58 4 0 25 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 58 3 0 23 Jun 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma Bohan Zhang Jing Zhang Jifan Yu Xiaokang Zhang Xiaohan Zhang Sijia Luo Xi Wang Jie Tang LMTD 62 5 0 21 Jun 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization Kwangwook Seo Jinyoung Yeo Dongha Lee ReLM LMTD LRM 29 1 0 18 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
Efficient Prompting for LLM-based Generative Internet of Things Bin Xiao B. Kantarci Jiawen Kang Dusit Niyato Mohsen Guizani 35 16 0 14 Jun 2024
Toward Conversational Agents with Context and Time Sensitive Long-term Memory Nick Alonso Tomás Figliolia A. Ndirango Beren Millidge RALM 3DV 58 3 0 29 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 37 4 0 28 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 52 47 0 21 May 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering Mengkang Hu Haoyu Dong Ping Luo Shi Han Dongmei Zhang LMTD RALM 44 2 0 13 May 2024