NLP, Artificial Intelligence, Machine Learning, Data Science, Pos Tagging.
case) The 2 major assumptions followed while decoding tag sequence using HMMs: The probability of a word appearing depends only on its own tag and is independent of neighboring words and tags. The probability of a tag depends only on the previous tag(bigram HMM) that occurred rather than the entire