Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy
CoG (Cognition on Graph), a cognitive-inspired, training-free framework for adaptive knowledge exploration, which establishes deep bidirectional synergy between structured graph and unstructured text, where entities extracted from text dynamically guide graph exploration to bridge knowledge gaps.
Gengxian Zhou, Jian Xu, Zichen Tang et al.
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