yamcha

Extract named entities and chunks from text using machine learning

brewmacoslinux

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NLP text chunker using Support Vector Machines

yamcha

extract people names and places from text$ echo 'John Smith visited Tokyo yesterday' | yamcha

chunk sentence into noun phrases and verb phrases$ yamcha < input.txt

use custom trained model for text analysis$ yamcha -m /path/to/model.txt < data.txt

process multiple files and save results$ yamcha < documents.txt > chunks.txt

identify sentence boundaries and word segments$ cat document.txt | yamcha | head -20