Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports.

Abstract

0.61 vs. 0.27-0.44). Among models trained on RRC, fastText models often outperformed other NCWE models and spherical embeddings provided overly optimistic representations of term pair similarity.

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