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チャンキング×形態素解析×
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19911980
提唱者Steven AbneyM.F. Porter (Porter stemmer)
種類NLP partial-parsing taskText-normalisation preprocessing task
原典Abney, S. (1991). Parsing by Chunks. In Principle-Based Parsing. Kluwer Academic Publishers. ISBN: 978-0-7923-1173-4Porter, M.F. (1980). An Algorithm for Suffix Stripping. Program, 14(3), 130-137. DOI ↗
別名shallow parsing, partial parsing, Yüzeysel Ayrıştırma (Chunking)stemming, lemmatization, Morfolojik Analiz ve Kök Bulma
関連44
概要Chunking, also called shallow parsing, is a natural-language-processing task introduced by Steven Abney in 1991 that divides text into grammatical pieces — such as noun phrases and verb phrases — using part-of-speech tags. It extracts useful syntactic structure quickly without building a full parse tree of the sentence.Morphological analysis splits words into their stems and affixes so that different surface forms of the same word can be treated as one. It covers two complementary approaches — rule-based stemming, such as the Porter (1980) and Snowball algorithms, and dictionary-aware lemmatization — and is a critical text-normalisation step for agglutinative languages such as Turkish and Arabic.
ScholarGateデータセット
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  1. v1
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ScholarGate手法を比較: Chunking · Morphological Analysis. 2026-06-18に以下より取得 https://scholargate.app/ja/compare