6.864 | Fall 2005 | Graduate

Advanced Natural Language Processing

Lecture Notes



This resource discusses about hidden Markov models, EM: the basic set-up, Products of Multinomial (PM) models, EM algorithm for PM models, EM algorithm for HMMs, Forward-Backward algorithm for HMMs, and application of EM in NLP.

Resource Type:
Lecture Notes