nBayesian
Networks
nProbabilistic
Relational Models
nCollective
Classification & Clustering
nUndirected
Discriminative Models
nCollective
Classification Revisited
nPRMs for NLP
nWord-Sense Disambiguation
nRelation Extraction
nNatural Language Understanding (?)
*
An outsider’s perspective