Efficient Induction of Language Models Via Probabilistic Concept Formation

Christopher J. MacLellan, Peter Matsakis, Pat Langley

This paper presents a novel approach to the acquisition of language models from corpora. The framework builds on Cobweb, an early system for constructing taxonomic hierarchies of p…