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stanford-ner

Named Entity Recognizer for extracting person, location, organization names

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Source

About

Stanford NLP Group's implementation of a Named Entity Recognizer

Commands

stanford-ner

Examples

Run NER on a text file and output results$ stanford-ner -loadClassifier classifiers/english.all.3class.distsim.crf.ser.gz input.txt

Recognize entities in plain text with default English classifier$ echo 'John Smith works at Google in Mountain View.' | stanford-ner

Use Stanford NER with custom classifier for specific domain$ stanford-ner -loadClassifier my-classifier.crf.ser.gz -outputFormat inlineXML document.txt