Melanie Tosik

22 September 2015

Semantic role labeling using CRF

My very last undergraduate project for a class on advanced language modeling, where we discussed the theoretical foundations of hidden Markov models (HMM), the Viterbi and EM algorithm, log-linear models, maximum entropy models (MEMM), and as well as conditional random fields (CRF).

I finished the class with a short paper on “Semantic Role Labeling using Linear-Chain CRF”.

View project on GitHub ☺︎

Til next time,