Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study Paper • 2305.13062 • Published May 22, 2023 • 2
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Paper • 2312.09039 • Published Dec 14, 2023
UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs Paper • 2402.13630 • Published Feb 21, 2024
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Paper • 2502.00806 • Published Feb 2
Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning Paper • 2509.00975 • Published Aug 31
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering Paper • 2410.08085 • Published Oct 10, 2024
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models Paper • 2502.19918 • Published Feb 27
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models Paper • 2508.21365 • Published Aug 29 • 29
What-If Analysis of Large Language Models: Explore the Game World Using Proactive Thinking Paper • 2509.04791 • Published Sep 5
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Paper • 2405.13873 • Published May 22, 2024
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published 23 days ago • 158
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models Paper • 2508.21365 • Published Aug 29 • 29