Data Science, Machine Learning, NLP, Transformers, Word Embeddings.
to solve this problem is stopwords filtering, but this solution is discrete and not flexible. TF-IDF (term frequency — inverse document frequency) can deal with this problem better. TF-IDF lowers the weight of commonly used words and raises the weight of rare words that occur only in current