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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...
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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...
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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...
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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...