cc.factorie.app.nlp

ner

package ner

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class BasicOntonotesNER extends DocumentAnnotator

A simple named entity recognizer, trained on Ontonotes data.
class BilouConllNerTag extends NerTag
class BilouOntonotesNerTag extends NerTag
class BioConllNerTag extends NerTag
class BioOntonotesNerTag extends NerTag
class ConllChainNer extends DocumentAnnotator

A finite-state named entity recognizer, trained on CoNLL 2003 data.
class ConllNerSpan extends NerSpan
class ConllNerSpanBuffer extends TokenSpanBuffer[ConllNerSpan]
class ConllNerSpanLabel extends NerSpanLabel
class ConllNerTag extends NerTag
class ConllStackedChainNer extends StackedChainNer[BilouConllNerTag]
class IobConllNerTag extends NerTag
class IobOntonotesNerTag extends NerTag
class LabeledBilouConllNerTag extends BilouConllNerTag with CategoricalLabeling[String]
class LabeledBilouOntonotesNerTag extends BilouOntonotesNerTag with CategoricalLabeling[String]
class LabeledBioConllNerTag extends BioConllNerTag with CategoricalLabeling[String]
class LabeledBioOntonotesNerTag extends BioOntonotesNerTag with CategoricalLabeling[String]
class LabeledConllNerTag extends ConllNerTag with CategoricalLabeling[String]
class LabeledIobConllNerTag extends IobConllNerTag with CategoricalLabeling[String]
class LabeledIobOntonotesNerTag extends IobOntonotesNerTag with CategoricalLabeling[String]
class LabeledOntonotesNerTag extends OntonotesNerTag with CategoricalLabeling[String]
abstract class NerSpan extends TokenSpan

A TokenSpan covering a named entity.
abstract class NerSpanLabel extends CategoricalVariable[String]

A categorical variable holding the named entity type of a TokenSpan.
abstract class NerTag extends CategoricalVariable[String]

An abstract class for a variable holding the part-of-speech tag of a Token.
class NoEmbeddingsConllStackedChainNer extends ConllStackedChainNer
class OntonotesNerSpan extends NerSpan
class OntonotesNerSpanBuffer extends TokenSpanBuffer[OntonotesNerSpan]
class OntonotesNerSpanLabel extends NerSpanLabel
class OntonotesNerTag extends NerTag
class StackedChainNer[L <: NerTag] extends DocumentAnnotator
class StackedChainNerOpts extends CmdOptions with SharedNLPCmdOptions
class TokenSequence[T <: NerTag] extends ArrayBuffer[Token]

Value Members

object BasicConllNerOptimizer
object BasicConllNerTrainer extends HyperparameterMain

Example main function for training NER1 from CoNLL 2003 data.
object BasicOntonotesNER extends BasicOntonotesNER
object BasicOntonotesNERTrainer
object BasicOntonotesNERWSJ extends BasicOntonotesNER

The default NER1 with parameters loaded from resources in the classpath.
object BilouConllNerDomain extends CategoricalDomain[String]
object BilouOntonotesNerDomain extends CategoricalDomain[String]
object BioConllNerDomain extends CategoricalDomain[String]
object BioOntonotesNerDomain extends CategoricalDomain[String]
object ConllChainNer extends ConllChainNer

The default NER1 with parameters loaded from resources in the classpath.
object ConllNerDomain extends CategoricalDomain[String]
object ConllStackedChainNerOptimizer
object ConllStackedChainNerTrainer extends HyperparameterMain
val IobConllNerDomain: BioConllNerDomain.type
lazy val NER2: BasicOntonotesNERWSJ.type
object NoEmbeddingsConllStackedChainNer extends NoEmbeddingsConllStackedChainNer
object OntonotesNerDomain extends CategoricalDomain[String]

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