Branch-AI/one_exercise_per_file/week03/day05/ex04/readme.md

Exercise 4 Sentences' similarity

The goal of this exerice is to learn to compute the similarity between two sentences. As explained in the documentation: The word embedding of a full sentence is simply the average over all different words. This is how similarity works in SpaCy. This small use case is very interesting because if we build a corpus of sentences that express an intention as buy shoes, then we can detect this intention and use it to propose shoes advertisement for customers. The language model used in this exercise is en_core_web_sm.

1. Compute the similarities (3 in total) between these sentences:

   sentence_1 = "I want to buy shoes"
   sentence_2 = "I would love to purchase running shoes"
   sentence_3 = "I am in my room"