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略語展開×単語の意味曖昧性解消 (WSD)×
分野テキストマイニングテキストマイニング
系統Process / pipelineProcess / pipeline
提唱年20032009
提唱者Schwartz & Hearst (2003) — seminal algorithm for biomedical abbreviation detectionNavigli (survey, 2009)
種類NLP disambiguation pipelineNLP semantic-disambiguation task
原典Schwartz, 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 ↗
別名acronym resolution, abbreviation disambiguation, short-form expansion, Kısaltma ve Akronim ÇözümlemeWSD, sense tagging, Sözcük Anlamı Belirsizlik Giderme (WSD)
関連42
概要Abbreviation 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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ScholarGate手法を比較: Abbreviation Expansion · Word Sense Disambiguation. 2026-06-20に以下より取得 https://scholargate.app/ja/compare