Comparing in context: Improving cosine similarity measures with a metric tensor

Isa M. Apallius de Vos, Ghislaine L. van den Boogerd, Mara D. Fennema +1

Cosine similarity is a widely used measure of the relatedness of pre-trained word embeddings, trained on a language modeling goal. Datasets such as WordSim-353 and SimLex-999 rate…