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    Chapter and Conference Paper

    Measuring Semantic Relatedness with Knowledge Association Network

    Measuring semantic relatedness between two words is a fundamental task for many applications in both databases and natural language processing domains. Conventional methods mainly utilize the latent semantic info...

    Jiapeng Li, Wei Chen, Binbin Gu, Junhua Fang in Database Systems for Advanced Applications (2019)

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    Chapter and Conference Paper

    Multi-modal Chorus Recognition for Improving Song Search

    We discuss a novel task, Chorus Recognition, which could potentially benefit downstream tasks such as song search and music summarization. Different from the existing tasks such as music summarization or lyric...

    Jiaan Wang, Zhixu Li, Binbin Gu in Artificial Neural Networks and Machine Lea… (2021)

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    Chapter and Conference Paper

    Multimodal Named Entity Recognition with Image Attributes and Image Knowledge

    Multimodal named entity extraction is an emerging task which uses both textual and visual information to detect named entities and identify their entity types. The existing efforts are often flawed in two aspe...

    Dawei Chen, Zhixu Li, Binbin Gu, Zhigang Chen in Database Systems for Advanced Applications (2021)

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    Chapter and Conference Paper

    HyperJOIE: Two-View Hyperbolic Knowledge Graph Embedding with Entities and Concepts Jointly

    Knowledge graphs have two views: an entity graph in the instance view and a concept graph in the ontology view. Recent studies reveal that modeling the two graphs jointly can benefit the understanding to eithe...

    **g Dong, Binbin Gu, Jianfeng Qu, An Liu in Web Information Systems Engineering – WISE… (2021)