Memory-Based Lexical Acquisition and Processing
<|reference_start|>Memory-Based Lexical Acquisition and Processing: 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.<|reference_end|>
@article{daelemans1994memory-based,
    title={Memory-Based Lexical Acquisition and Processing},
    author={Walter Daelemans},
    journal={Steffens (ed.) Machine Translation & Lexion. Springer, 1995},
    year={1994},
    archivePrefix={arXiv},
    eprint={cmp-lg/9405018},
    primaryClass={cmp-lg cs.CL}
}