Class/Object

org.clulab.processors.clu.sequences

PartOfSpeechTagger

Related Docs: object PartOfSpeechTagger | package sequences

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class PartOfSpeechTagger extends BiMEMMSequenceTagger[String, String]

Part of speech tagger using a MEMM architecture Author: mihais Date: 3/24/17

Linear Supertypes
BiMEMMSequenceTagger[String, String], SequenceTagger[String, String], Tagger[String], AnyRef, Any
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Inherited
  1. PartOfSpeechTagger
  2. BiMEMMSequenceTagger
  3. SequenceTagger
  4. Tagger
  5. AnyRef
  6. Any
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Visibility
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Instance Constructors

  1. new PartOfSpeechTagger()

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. def accuracy(sentences: ArrayBuffer[Sentence], labels: Array[Array[String]]): Double

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    Definition Classes
    BiMEMMSequenceTagger
  5. def addFirstPassFeatures(features: Counter[String], order: Int, labels: Seq[String], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  6. def addHistoryFeatures(features: Counter[String], order: Int, labels: Seq[String], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  7. def addLeftFeatures(features: Counter[String], order: Int, prefix: String, labels: Seq[String], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  8. def addRightFeatures(features: Counter[String], order: Int, prefix: String, labels: Seq[String], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  10. def buildClassifier(sentences: ArrayBuffer[Sentence], fold: DatasetFold, leftToRight: Boolean, firstPassLabels: Option[Array[Array[String]]]): Classifier[String, String]

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    Definition Classes
    BiMEMMSequenceTagger
  11. def classesOf(sentence: Sentence): Array[String]

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    Definition Classes
    BiMEMMSequenceTaggerSequenceTagger
  12. def classesOf(classifier: Classifier[String, String], origSentence: Sentence, firstPassLabels: Option[Array[String]], leftToRight: Boolean): Array[String]

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    Definition Classes
    BiMEMMSequenceTagger
  13. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  16. def featureExtractor(features: Counter[String], sentence: Sentence, offset: Int): Unit

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    Abstract method that generates the features for the word at the position offset in the given sentence

    Abstract method that generates the features for the word at the position offset in the given sentence

    Definition Classes
    PartOfSpeechTaggerSequenceTagger
  17. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. def find(sentence: Sentence): Array[String]

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    Definition Classes
    SequenceTaggerTagger
  19. var firstPassModel: Option[Classifier[String, String]]

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    Definition Classes
    BiMEMMSequenceTagger
  20. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  21. def hashCode(): Int

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    Definition Classes
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  22. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  23. def labelExtractor(sentence: Sentence): Array[String]

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    Abstract method that extracts the training labels for a given sentence

    Abstract method that extracts the training labels for a given sentence

    Definition Classes
    PartOfSpeechTaggerSequenceTagger
  24. var leftToRight: Boolean

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    Definition Classes
    BiMEMMSequenceTagger
  25. def load(is: InputStream): Unit

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    Definition Classes
    BiMEMMSequenceTaggerSequenceTagger
  26. def loadFromFile(fn: File): Unit

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    Definition Classes
    SequenceTagger
  27. def loadFromResource(rn: String): Unit

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    Definition Classes
    SequenceTagger
  28. def mkFeatAtBeginSent(position: Int, prefix: String): String

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    Definition Classes
    PartOfSpeechTaggerSequenceTagger
  29. def mkFeatAtEndSent(position: Int, prefix: String): String

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    Definition Classes
    PartOfSpeechTaggerSequenceTagger
  30. def mkFeatAtHistory(position: Int, prefix: String, label: String): String

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    Definition Classes
    PartOfSpeechTaggerSequenceTagger
  31. def mkFeatures(features: Counter[String], sentence: Sentence, offset: Int, history: Seq[String], firstPassLabels: Option[Array[String]]): Unit

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    Definition Classes
    BiMEMMSequenceTagger
  32. def mkFirstPassLabels(sentences: ArrayBuffer[Sentence]): Array[Array[String]]

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    Definition Classes
    BiMEMMSequenceTagger
  33. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  34. final def notify(): Unit

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    Definition Classes
    AnyRef
  35. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  36. var numFoldsFirstPass: Int

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    Definition Classes
    BiMEMMSequenceTagger
  37. var order: Int

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    Definition Classes
    BiMEMMSequenceTagger
  38. def save(fn: File): Unit

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    Definition Classes
    BiMEMMSequenceTaggerSequenceTagger
  39. var secondPassModel: Option[Classifier[String, String]]

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    Definition Classes
    BiMEMMSequenceTagger
  40. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  41. def toString(): String

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    Definition Classes
    AnyRef → Any
  42. def train(docs: Iterator[Document]): Unit

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    Definition Classes
    BiMEMMSequenceTaggerSequenceTagger
  43. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  44. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  45. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from BiMEMMSequenceTagger[String, String]

Inherited from SequenceTagger[String, String]

Inherited from Tagger[String]

Inherited from AnyRef

Inherited from Any

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