Doc similarity with spaCy

Semantic similarity is the process of analyzing multiple sentences to identify similarities between them. In this exercise, you will practice calculating semantic similarities of documents to a given document. The goal is to categorize a list of given reviews that are relevant to canned dog food.

The canned dog food category is stored at category. A sample of five food reviews has been provided for you in a list called texts. en_core_web_md is loaded as nlp.

Create a documents list containing Doc containers of all texts.
Create a Doc container of the category and store it as category_document.
Iterate through documents and print the similarity scores of each Doc container and the category_document, rounded to three digits.

Exercise

Doc similarity with spaCy

Instructions

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Instructions

Exercise