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Proširivanje kratica×Disambiguacija riječi prema značenju (WSD)×
PodručjeRudarenje tekstaRudarenje teksta
ObiteljProcess / pipelineProcess / pipeline
Godina nastanka20032009
TvoracSchwartz & Hearst (2003) — seminal algorithm for biomedical abbreviation detectionNavigli (survey, 2009)
VrstaNLP disambiguation pipelineNLP semantic-disambiguation task
Temeljni izvorSchwartz, A.S. & Hearst, M.A. (2003). A Simple Algorithm for Identifying Abbreviation Definitions in Biomedical Text. Pacific Symposium on Biocomputing (PSB), 8, 451-462. link ↗Navigli, R. (2009). Word Sense Disambiguation: A Survey. ACM Computing Surveys (CSUR), 41(2), Article 10, 1-69. DOI ↗
Drugi naziviacronym resolution, abbreviation disambiguation, short-form expansion, Kısaltma ve Akronim ÇözümlemeWSD, sense tagging, Sözcük Anlamı Belirsizlik Giderme (WSD)
Srodne42
SažetakAbbreviation and acronym resolution is a natural-language-processing pipeline that maps each short form in a text to its full-length definition using contextual cues from the surrounding text. It is especially important in medical, legal, and technical documents, where the same acronym may carry entirely different meanings across domains. The field's foundational algorithm was published by Schwartz and Hearst (2003) for biomedical literature and has since been extended by neural and transformer-based approaches.Word sense disambiguation (WSD) is the natural-language-processing task of choosing the correct meaning of a polysemous word from its context. Surveyed by Navigli (2009), it resolves which sense of a many-meaning word applies in a given sentence, improving the quality of information retrieval, machine translation, and question answering.
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ScholarGateUsporedite metode: Abbreviation Expansion · Word Sense Disambiguation. Preuzeto 2026-06-20 s https://scholargate.app/hr/compare