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gptkbp:instance_of
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gptkb:Biology
|
|
gptkbp:application
|
gptkb:Natural_Language_Processing
Text Mining
Information Extraction
|
|
gptkbp:community_support
|
gptkb:Documentation
Forums
Active User Community
|
|
gptkbp:developed_by
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gptkb:Stanford_University
|
|
gptkbp:evaluates
|
F1 Score
Precision
Recall
|
|
gptkbp:features
|
Part-of-Speech Tagging
Tokenization
Coreference Resolution
Named Entity Classification
|
|
https://www.w3.org/2000/01/rdf-schema#label
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Stanford Named Entity Recognizer
|
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gptkbp:input_output
|
gptkb:XML
gptkb:JSON
Plain Text
Co NLL Format
|
|
gptkbp:integration
|
gptkb:API
gptkb:Command_Line_Interface
Python API
|
|
gptkbp:language_support
|
gptkb:Spanish
Chinese
English
|
|
gptkbp:license
|
gptkb:GNU_General_Public_License
|
|
gptkbp:model
|
Conditional Random Fields
|
|
gptkbp:notable_for
|
Academic Research
Social Media Analysis
Healthcare Applications
Government Projects
Commercial Applications
|
|
gptkbp:output_entities
|
gptkb:location
gptkb:date
gptkb:Time
gptkb:Person
gptkb:Money
gptkb:organization
Percent
|
|
gptkbp:project
|
gptkb:Stanford_Parser
gptkb:Stanford_Core_NLP
gptkb:Stanford_POS_Tagger
|
|
gptkbp:provides_information_on
|
Annotated Corpora
|
|
gptkbp:release_year
|
gptkb:2003
|
|
gptkbp:training_algorithm
|
gptkb:Support_Vector_Machines
gptkb:Maximum_Entropy_Markov_Model
|
|
gptkbp:user_base
|
gptkb:students
gptkb:developers
gptkb:researchers
|
|
gptkbp:uses
|
gptkb:machine_learning
|
|
gptkbp:website
|
https://nlp.stanford.edu/software/ CRF-NER.shtml
|
|
gptkbp:bfsParent
|
gptkb:Stanford_NLP
|
|
gptkbp:bfsLayer
|
5
|