Natural Language Processing · TEE · formulas-chapter

N-grams & probability

Formulas explained through full worked examples

1. Unigrams, bigrams and trigrams: construct them correctly
2. Unigram estimation and complete worked examples
3. Bigram counts: build the table before multiplying
4. Trigram estimates: two-word history, not two denominators