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领域文本挖掘文本挖掘
方法族Process / pipelineProcess / pipeline
起源年份19911980
提出者Steven AbneyM.F. Porter (Porter stemmer)
类型NLP partial-parsing taskText-normalisation preprocessing task
开创性文献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 ↗
别名shallow parsing, partial parsing, Yüzeysel Ayrıştırma (Chunking)stemming, lemmatization, Morfolojik Analiz ve Kök Bulma
相关44
摘要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数据集
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  2. 2 来源
  3. PUBLISHED
  1. v1
  2. 2 来源
  3. PUBLISHED

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ScholarGate方法对比: Chunking · Morphological Analysis. 于 2026-06-18 检索自 https://scholargate.app/zh/compare