N-Grams is a contiguous sequence of n items from a given sample of text or speech (items can be phonemes, syllables, letters, words, or base pairs) Language Model - Representation TODO Estimating N-Gram Probabilities Maximum Likelihood Estimation (MLE) Smoothing N-Gram Smoothing Resources Dan Jurafsky - Video Lectures