Embeddings Evaluation Using a Novel Measure of Semantic Similarity

1 code implementation • Cognitive Computation 2022 • Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani

Then, we train several embedding models on a text corpus and select the best model, that is, the model that maximizes the correlation between the HSS and the cosine similarity of the pair of words that are in both the taxonomy and the corpus.

Embeddings Evaluation Semantic Similarity +1