Cover Image

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Chuang, Cheng, Mingyue, Tao, Xiaoyu, Mao, Qingyang, Ouyang, Jie, Liu, Qi
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TableMind++: An Uncertainty-Aware Programmatic Agent for Tool-Augmented Table Reasoning
by: Cheng, Mingyue, et al.
Published: (2026)

GeoMind: An Agentic Workflow for Lithology Classification with Reasoned Tool Invocation
by: Zhou, Yitong, et al.
Published: (2026)

PoTable: Towards Systematic Thinking via Plan-then-Execute Stage Reasoning on Tables
by: Mao, Qingyang, et al.
Published: (2024)

Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
by: Zhou, Yitong, et al.
Published: (2024)

STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models
by: Zhang, Huajian, et al.
Published: (2025)

GeoDecider: A Coarse-to-Fine Agentic Workflow for Explainable Lithology Classification
by: Wang, Jiahao, et al.
Published: (2026)

TextMatch: Enhancing Image-Text Consistency Through Multimodal Optimization
by: Luo, Yucong, et al.
Published: (2024)

PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature
by: Wang, Daoyu, et al.
Published: (2025)

TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models
by: Wang, Jiahao, et al.
Published: (2024)

PaperScout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization
by: Pan, Tingyue, et al.
Published: (2026)

BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair
by: Pang, Xianghe, et al.
Published: (2025)

Benchmarking Multimodal LLMs on Recognition and Understanding over Chemical Tables
by: Zhou, Yitong, et al.
Published: (2025)

Can Slow-thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
by: Cheng, Mingyue, et al.
Published: (2025)

NeuroWeaver: An Autonomous Evolutionary Agent for Exploring the Programmatic Space of EEG Analysis Pipelines
by: Wang, Guoan, et al.
Published: (2026)

MemCast: Memory-Driven Time Series Forecasting with Experience-Conditioned Reasoning
by: Tao, Xiaoyu, et al.
Published: (2026)

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
by: Ouyang, Jie, et al.
Published: (2025)

AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting
by: Zhang, Xiaohan, et al.
Published: (2025)

InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement
by: Cheng, Mingyue, et al.
Published: (2026)

MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind
by: Zhang, Zheng, et al.
Published: (2025)

PRISM: A Benchmark for Programmatic Spatial-Temporal Reasoning
by: Zhang, Qiran, et al.
Published: (2026)

Programmatic Context Augmentation for LLM-based Symbolic Regression
by: Liu, Hao, et al.
Published: (2026)

MindPower: Enabling Theory-of-Mind Reasoning in VLM-based Embodied Agents
by: Zhang, Ruoxuan, et al.
Published: (2025)

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning
by: Tao, Xiaoyu, et al.
Published: (2026)

MindWatcher: Toward Smarter Multimodal Tool-Integrated Reasoning
by: Chen, Jiawei, et al.
Published: (2025)

Scaling Spatial Reasoning in MLLMs through Programmatic Data Synthesis
by: Helu, Zhi, et al.
Published: (2025)

ToolMind Technical Report: A Large-Scale, Reasoning-Enhanced Tool-Use Dataset
by: Yang, Chen, et al.
Published: (2025)

A Survey on Knowledge-Oriented Retrieval-Augmented Generation
by: Cheng, Mingyue, et al.
Published: (2025)

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
by: Lu, Yifei, et al.
Published: (2025)

Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents
by: Enabe, Paulo Akira F.
Published: (2026)

Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding
by: Zhou, Yuhang, et al.
Published: (2025)

Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
by: Yu, Shuo, et al.
Published: (2024)

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
by: Song, Xiaoshuai, et al.
Published: (2026)

OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting
by: Pan, Tingyue, et al.
Published: (2025)

The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation
by: Zhang, Zheng, et al.
Published: (2025)

UrbanMind: Towards Urban General Intelligence via Tool-Enhanced Retrieval-Augmented Generation and Multilevel Optimization
by: Yang, Kai, et al.
Published: (2025)

CADSmith: Multi-Agent CAD Generation with Programmatic Geometric Validation
by: Barkley, Jesse, et al.
Published: (2026)

FT-RAG: A Fine-grained Retrieval-Augmented Generation Framework for Complex Table Reasoning
by: Guo, Zebin, et al.
Published: (2026)

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
by: Xing, Changwen, et al.
Published: (2025)

AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
by: Luo, Haipeng, et al.
Published: (2025)

GeoAgentBench: A Dynamic Execution Benchmark for Tool-Augmented Agents in Spatial Analysis
by: Yu, Bo, et al.
Published: (2026)