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• W4379958667 abstract "Embeddings are fundamental resources often reused for building intelligent systems in the biomedical context. As a result, evaluating the quality of previously trained embeddings and ensuring they cover the desired information is critical for the success of applications. This paper proposes a new evaluation methodology to test the coverage of embeddings against a targetted domain of interest. It defines measures to assess the terminology, similarity, and analogy coverage, which are core aspects of the embeddings. Then, it discusses the experimentation carried out on existing biomedical embeddings in the specific context of pulmonary diseases. The proposed methodology and measures are general and may be applied to any application domain." @default.
• W4379958667 created "2023-06-09" @default.
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• W4379958667 date "2023-06-01" @default.
• W4379958667 modified "2023-09-25" @default.
• W4379958667 title "Quality of word and concept embeddings in targetted biomedical domains" @default.
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• W4379958667 doi "https://doi.org/10.1016/j.heliyon.2023.e16818" @default.
• W4379958667 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37332929" @default.
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