PCFG Approximations
Tradeoff between:
Context sensitivity:
"I has", "man have" – subject-verb agreement
"I, for one, has…" "man over there have"
Memory, acquisition of sufficient training
examples
Compromise: weighted sum of unigram,
bigram, and trigram models