The Math Behind Next-Word Prediction: N-grams & Laplace Smoothing

In Natural Language Processing (NLP), a Language Model (LM) is a probabilistic tool that predicts the next word in a sequence. From Google’s autocomplete to sophisticated chatbots, LMs are the silent