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Immediate-Head Parsing for Language Models

by: Eugene Charniak
(2001), pp. 116-123.


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We present two language models based upon an "immediate-head" parser --- our name for a parser that conditions all events below a constituent c upon the head of c. While all of the most accurate statistical parsers are of the immediate-head variety, no previous grammatical language model uses this technology. The perplexity for both of these models significantly improve upon the trigram model baseline as well as the best previous grammar-based language model. For the better of our two models...


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