Machine Learning, NLP, Deep Learning, Word2vec, Word Vectors.
words increases but the document talks about different topics. To overcome this flaw, the “Cosine Similarity” approach is used to find the similarity between the documents. Figure 1: Cosine Distance. Ref: https://bit.ly/2X5470I Mathematically, it measures the cosine of the angle between two vectors