Jialuoyi Tan on Muck Rack

Jialuoyi Tan

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KBDR: document retrieval based on graph matching with knowledge enhancement

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By Jingxuan Liu, Yihan Huang, Zhen Hua, Jialuoyi Tan
| Nature Verified
Abstract Document retrieval refers to the identification of document contents that are semantically most relevant within a corpus. Existing matching algorithms may not recognize the synonymy of all documents for vocabulary, leading to retrieval inaccuracies. To address this limitation, this paper proposes Knowledge Based Document Retrieval (KBDR) that utilizes graph-based knowledge expansion. Firstly, named entity recognition and relation extraction are used to construct document graphs.
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