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Grammatical trigrams: A probabilistic model of LINK GrammarIn Proceedings of the AAAI Fall Symposium on Probabilistic Approaches to Natural Language. Cambridge, {MA}, 1992 (1992), pp. 89-97.
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AbstractIn this paper we present a new class of language models. This class derives from link grammar, a context-free formalism for the description of natural language. We describe an algorithm for determining maximum-likelihood estimates of the parameters of these models. The language models which we present differ from previous models based on stochastic context-free grammars in that they are highly lexical. In particular, they include the familiar n-gram models as a natural subclass. The motivation...
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