Assignment Solution
Explore how to create sentence embeddings by averaging word2vec vectors and apply cosine similarity to measure sentence similarity. This lesson guides you through building and understanding these NLP techniques with hands-on project solutions.
We'll cover the following...
We'll cover the following...
Problem one
Create a word2vec model that will give you the similarity of the two sentences (use cosine similarity).
We used a very simple approach to convert the sentence into a vector (embedding) representation. We just summed up all the individual word vectors and took the average of the resultant ...