Classification and analysis of a large collection of in vivo bioassay descriptions
Table 1
For each example query, the table shows four most similar words/phrases as measured by Cosine similarity of associated vector embeddings (shown for each result). The embeddings were learned by Word2Vec model trained with preprocessed in vivo assay descriptions (following shallow parsing and noun phrase extraction workflow summarized in the Methods section).