作者位次 #4/5ICLR 2026Poster· Applications / Language, Speech and Dialog
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
Xingjian Tao · Yiwei Wang · Yujun Cai · Zhicheng YANG · Jing Tang
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Xingjian Tao · Yiwei Wang · Yujun Cai · Zhicheng YANG · Jing Tang
Yifan Song · Xingjian Tao · Zhicheng YANG · Yihong Luo · Jing Tang
Graph-based Retrieval-Augmented Generation (GraphRAG) enhances LLMs by structuring corpus into graphs to facilitate multi-hop reasoning. While recent lightweight approaches reduce indexing costs by leveraging Named Entity Recognition (NER), they rely strictly on structural co-occurrence, failing...