NLP, ChatGPT, Deep Learning, Artificial Intelligence, Data Science.
of dimensionality — as N grows larger, the number of possible N-grams grows exponentially, leading to severe data sparsity issues. Smoothing and backoff techniques are used to address this, but can only help to a certain extent. N-Gram models have no notion of semantics or meaning of words. They