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DomeniuMineritul textelorMineritul textelor
FamilieProcess / pipelineProcess / pipeline
Anul apariției2003
Autorul originalSchwartz & Hearst (2003) — seminal algorithm for biomedical abbreviation detection
TipNLP disambiguation pipelineNLP structured-information task
Sursa seminalăSchwartz, 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 ↗Cowie, J. & Lehnert, W. (1996). Information Extraction. Communications of the ACM. DOI ↗
Denumiri alternativeacronym resolution, abbreviation disambiguation, short-form expansion, Kısaltma ve Akronim ÇözümlemeIE, structured information extraction, Bilgi Çıkarma (Information Extraction)
Înrudite44
RezumatAbbreviation 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.Information extraction (IE) is a natural-language-processing task that converts unstructured text into structured information — such as events, relations, and attributes — so that facts buried in free-form documents become machine-readable records. The task was consolidated in early surveys by Cowie and Lehnert (1996) and later by Grishman (2012).
ScholarGateSet de date
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ScholarGateCompară metode: Abbreviation Expansion · Information Extraction. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare