What is a language model? N-gram models (unigrams, bigrams, trigrams), together with their probability modeling and issues. Chain rule and n-gram estimation. Notebooks: regression and classification with Amazon review ratings and data preparation.
Tuesday, March 15, 2022
Lecture 7 (14/03/2022, 3 hours): probabilistic language modeling
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