2026
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
ICLR 2026poster
Large Language Models (LLMs) excel at various reasoning tasks but still encounter challenges such as hallucination and factual inconsistency in knowledge-intensive tasks, primarily due to a lack of external knowledge and factual verification. These challenges could be mitigated by leveraging knowled…