Cover Image

TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Saisai, Huang, Qingyi, Yuan, Jing, Zha, Liangyu, Tang, Kai, Yang, Yuhang, Wang, Ning, Wei, Yucheng, Li, Liyao, Ye, Wentao, Chen, Hao, Zhang, Tao, Zhou, Junlin, Wang, Haobo, Chen, Gang, Zhao, Junbo
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TableGPT2: A Large Multimodal Model with Tabular Data Integration
by: Su, Aofeng, et al.
Published: (2024)

Data Contamination Calibration for Black-box LLMs
by: Ye, Wentao, et al.
Published: (2024)

Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence
by: Tian, Jiaming, et al.
Published: (2025)

Towards Cross-Table Masked Pretraining for Web Data Mining
by: Ye, Chao, et al.
Published: (2023)

TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning
by: Yang, Shenzhi, et al.
Published: (2025)

SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation
by: Xiao, Zhiqing, et al.
Published: (2025)

RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
by: Wu, Pengzuo, et al.
Published: (2025)

Navigate Complex Physical Worlds via Geometrically Constrained LLM
by: Huang, Yongqiang, et al.
Published: (2024)

Table as a Modality for Large Language Models
by: Li, Liyao, et al.
Published: (2025)

An Invariant Latent Space Perspective on Language Model Inversion
by: Ye, Wentao, et al.
Published: (2025)

LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
by: Wang, Siyuan, et al.
Published: (2025)

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models
by: Dai, Muzhi, et al.
Published: (2025)

CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
by: Shen, Zhanming, et al.
Published: (2025)

DeltaMem: Towards Agentic Memory Management via Reinforcement Learning
by: Zhang, Qi, et al.
Published: (2026)

On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
by: Long, Lin, et al.
Published: (2024)

Towards Robust Incremental Learning under Ambiguous Supervision
by: Wang, Rui, et al.
Published: (2025)

Stable Reinforcement Learning for Efficient Reasoning
by: Dai, Muzhi, et al.
Published: (2025)

R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning
by: Zhao, Qingfei, et al.
Published: (2025)

Steady-State Error Compensation for Reinforcement Learning with Quadratic Rewards
by: Wang, Liyao, et al.
Published: (2024)

Context matters: The interactive effect of introvert–extrovert personality traits and object valence on object‐based attention
by: Saisai Hu, et al.
Published: (2024)

Can LLMs Learn to Reason Robustly under Noisy Supervision?
by: Yang, Shenzhi, et al.
Published: (2026)

A Syllogistic Probe: Tracing the Evolution of Logic Reasoning in Large Language Models
by: Zang, Zhengqing, et al.
Published: (2026)

Advancing Plant Microbiome Research Through Host DNA Depletion Techniques
by: Yao Wang, et al.
Published: (2025)

Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language Models
by: Wu, Da, et al.
Published: (2023)

Reinforcing Numerical Reasoning in LLMs for Tabular Prediction via Structural Priors
by: Cai, Pengxiang, et al.
Published: (2025)

Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment
by: Liu, Shuoling, et al.
Published: (2024)

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
by: Chen, Yang, et al.
Published: (2025)

Salvianolic Acid B Regulates Intestinal Bacterial/Endotoxin Translocation After Intestinal Ischemia/Reperfusion Injury in Rats Through TLR4/MyD88/MAPK Pathway
by: Rushan Fei, et al.
Published: (2025)

FastBUS: A Fast Bayesian Framework for Unified Weakly-Supervised Learning
by: Wang, Ziquan, et al.
Published: (2026)

Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection
by: Yang, Shenzhi, et al.
Published: (2025)

RECOST: External Knowledge Guided Data-efficient Instruction Tuning
by: Zhang, Qi, et al.
Published: (2024)

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
by: Chen, Hao, et al.
Published: (2026)

GRACE: Estimating Geometry-level 3D Human-Scene Contact from 2D Images
by: Wang, Chengfeng, et al.
Published: (2025)

FLaG: Fine-Grained Latent Grouping for Hallucination Detection
by: Ye, Wentao, et al.
Published: (2026)

Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain
by: Zhang, Yizhe, et al.
Published: (2024)

Free‐Radical Polymerization Induced Grafting‐to of Polymer Chains onto Aluminum Nanoparticles†
by: Panqi Sun, et al.
Published: (2024)

Consensus Based Stochastic Control
by: Lyu, Liyao, et al.
Published: (2025)

RoboGPT-R1: Enhancing Robot Planning with Reinforcement Learning
by: Liu, Jinrui, et al.
Published: (2025)

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
by: Xiao, Ruixuan, et al.
Published: (2024)

V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models
by: Luo, Yang, et al.
Published: (2025)