Process / pipeline
Chunking — Shallow Parsing
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.
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Sources
- Abney, S. (1991). Parsing by Chunks. In Principle-Based Parsing. Kluwer Academic Publishers. ISBN: 978-0-7923-1173-4
- Tjong Kim Sang, E.F. & Buchholz, S. (2000). Introduction to the CoNLL-2000 Shared Task: Chunking. Proceedings of CoNLL-2000. link ↗