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분야텍스트 마이닝텍스트 마이닝
계열Process / pipelineProcess / pipeline
기원 연도19911980
창시자Steven AbneyM.F. Porter (Porter stemmer)
유형NLP partial-parsing taskText-normalisation preprocessing task
원전Abney, 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 ↗
별칭shallow parsing, partial parsing, Yüzeysel Ayrıştırma (Chunking)stemming, lemmatization, Morfolojik Analiz ve Kök Bulma
관련44
요약Chunking, 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.
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