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Syntactic Models

Hidden Markov Models (HMM)

Probabilistic Context Free Grammars (PCFG)

Extends HMM with nonterminal symbols.

Unsupervised PCFG learning has not been demonstrated

Natural language is ambiguous, depends on semantics.

Artificial languages (C++, Java) model syntax before semantics

Humans learn semantics first