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sentence similarity python

wolf-like_hunter answered on April 23, 2021 Popularity 9/10 Helpfulness 4/10

answer sentence similarity python

sentence similarity python

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# sentence_transformer: Python module using Sentence BERT 
# check documentation in source link for further details
from sentence_transformers import SentenceTransformer
from sentence_transformers.util import pytorch_cos_sim # cosine silarity

# stsb-roberta-large is one of the possible pre-trained models
model = SentenceTransformer('stsb-roberta-large')

# list of sentences (type: str)
sentences = list(...) 

# calculate the embeddings
embeddings = bert_model.encode(sentences)

# example: cosine similarity among first and second sentences
cos_similarity = pytorch_cos_sim(embeddings[0], embeddings[1])

Popularity 9/10 Helpfulness 4/10 Language python

Source: www.sbert.net

Tags: python sentence-similarity

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Contributed on Apr 23 2021

wolf-like_hunter

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