Memory-Based Lexical Acquisition and Processing

Details Memory-Based Lexical Acquisition and Processing Memory-Based Lexical Acquisition and Processing

1994-05-16

arxiv.org/abs/cmp-lg/9405018v1

Steffens (ed.) Machine Translation & Lexion. Springer, 1995

Computer Science

Computation and Language

18 pages

Scientific paper

Current approaches to computational lexicology in language technology are knowledge-based (competence-oriented) and try to abstract away from specific formalisms, domains, and applications. This results in severe complexity, acquisition and reusability bottlenecks. As an alternative, we propose a particular performance-oriented approach to Natural Language Processing based on automatic memory-based learning of linguistic (lexical) tasks. The consequences of the approach for computational lexicology are discussed, and the application of the approach on a number of lexical acquisition and disambiguation tasks in phonology, morphology and syntax is described.

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