How to compare sentence similarities using embeddings from BERT Question: I am using the HuggingFace Transformers package to access pretrained models. As my use case needs functionality for both English and Arabic, I am using the bert-base-multilingual-cased pretrained model. I need to be able to compare the similarity of sentences using something such as cosine …
What's the fastest way in Python to calculate cosine similarity given sparse matrix data? Question: Given a sparse matrix listing, what’s the best way to calculate the cosine similarity between each of the columns (or rows) in the matrix? I would rather not iterate n-choose-two times. Say the input matrix is: A= [0 1 0 …
Calculate cosine similarity given 2 sentence strings Question: From Python: tf-idf-cosine: to find document similarity , it is possible to calculate document similarity using tf-idf cosine. Without importing external libraries, are that any ways to calculate cosine similarity between 2 strings? s1 = “This is a foo bar sentence .” s2 = “This sentence is …
