Machine Learning, NLP, Word Embeddings, Artificial Intelligence, Text Similarity.
removing punctuation because they are not providing any information related to semantic similarity. Remove non-ASCII characters Like punctuation, non-ASCII characters are not useful to capture semantic similarity. Sample code for pre-processing: import nltk from nltk import word_tokenize from