Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Rethinking and Benchmarking Large Language Models for Graph Reasoning2025
2. 2Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning2025
3. 3Graph-R1: Unleashing LLM Reasoning with NP-Hard Graph Problems2025
4. 4Toward Efficient and Faithful Reasoning in Large Language Models2025 · 1 citations
5. 5From Message Passing to Prompting: Rethinking Graph Learning with Large Language Models2025