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Stanford NER 1.2.4

Company: Stanford NLP Group
Date Added: July 27, 2013  |  Visits: 216

Stanford NER

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Stanford NER (also known as CRFClassifier) is a Java implementation of a Named Entity Recognizer. Named Entity Recognition (NER) labels sequences of words in a text which are the names of things, such as person and company names, or gene and protein names. The software provides a general (arbitrary order) implementation of linear chain Conditional Random Field (CRF) sequence models, coupled with well-engineered feature extractors for Named Entity Recognition. (CRF models were pioneered by Lafferty, McCallum, and Pereira (2001); see Sutton and McCallum (2006) for a better introduction.) Included with the download are good 3 class (PERSON, ORGANIZATION, LOCATION) named entity recognizers for English (in versions with and without additional distributional similarity features) and another pair of models trained on the CoNLL 2003 English training data. The distributional similarity features improve performance but the models require considerably more memory.

Requirements: No special requirements
Platforms: Mac, Mac OSX
Keyword: Class Download Entity Included Location Mccallum Named Organization Person Recognizers
Users rating: 0/10

License: Freeware Size: 59.58 MB
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