higher-order CRF

GPTKB entity

Statements (17)
Predicate Object
gptkbp:instanceOf statistical analysis
conditional random field
gptkbp:appliesTo part-of-speech tagging
named entity recognition
sequence labeling
gptkbp:canBeTrainedWith expectation-maximization
gradient-based optimization
gptkbp:capturedBy higher-order dependencies
gptkbp:enables modeling of long-range dependencies
gptkbp:extendsTo gptkb:linear-chain_CRF
https://www.w3.org/2000/01/rdf-schema#label higher-order CRF
gptkbp:relatedTo gptkb:Markov_random_field
gptkbp:requires more computational resources
gptkbp:usedIn gptkb:machine_learning
natural language processing
gptkbp:bfsParent gptkb:Conditional_Random_Field
gptkbp:bfsLayer 7