core

Type Members

1. case class AnnotatedSentence(sentence: Sentence, annotation: IndexedSeq[FeatureVector]) extends Product with Serializable

   

   An AnnotatedSentence is a sentence whose tokens are each annotated with a feature vector.

   An AnnotatedSentence is a sentence whose tokens are each annotated with a feature vector.

   sentence

   the unannotated sentence

   annotation

   an indexed sequence, of which the nth element is the feature vector for the nth token of the sentence

2. case class BrownClustersTagger(clusters: Seq[BrownClusters]) extends SentenceTransform with Product with Serializable

   

   The BrownClustersTagger tags the tokens of a sentence with their Brown clusters.

3. case class DirectedGraph(nodes: IndexedSeq[DirectedGraphNode], edgesByNode: IndexedSeq[Seq[DirectedGraphEdge]]) extends Product with Serializable

   

   A directed graph.

   A directed graph.

   The index of a node is its position in the nodes list (counting from 0).

   nodes

   the nodes of the directed graph

   edgesByNode

   each node's outgoing edges

4. case class DirectedGraphEdge(from: Int, to: Int, labels: Map[Symbol, String]) extends Product with Serializable

   

   An edge of a directed graph.

   An edge of a directed graph.

   from

   index of the node at the edge's tail

   to

   index of the node at the edge's head

   labels

   a labeling of this edge

5. case class DirectedGraphNode(labels: Map[Symbol, String]) extends Product with Serializable

   

   A node of a directed graph.

   A node of a directed graph.

   labels

   a labeling of this node

6. case class GoogleUnigramDepLabelTagger(googleNgram: DatastoreGoogleNGram) extends SentenceTransform with Product with Serializable

   

   Frequency Distribution of dependency labels for tokens based on Google Ngram's Nodes (unigrams).

7. case class GoogleUnigramPostagTagger(googleNgram: DatastoreGoogleNGram) extends SentenceTransform with Product with Serializable

   

   Frequency Distribution of POS tags for words based on Google Ngram's Nodes (unigrams).

8. case class Position(components: Seq[Int]) extends Product with Serializable

   

   A Position is a essentially a pointer to a node in a rooted, directed tree.

   A Position is a essentially a pointer to a node in a rooted, directed tree. It is a sequence of non-negative integers.

   It is probably easiest to describe the concept by example. The root of the tree is the empty sequence. The first child of the root is Seq(0) (we count from zero). The third child of the first child of the root is Seq(2, 0). The seventh child of the third child of the first child of the root is Seq(6, 2, 0). Etc.

   components

   the sequence of integers corresponding to a node's position in a tree

9. case class PositionTree(nodes: Seq[(Position, PositionTreeNode)]) extends Product with Serializable

   

   A PositionTree is a rooted, directed tree, implemented as a map from positions to nodes.

   A PositionTree is a rooted, directed tree, implemented as a map from positions to nodes.

   nodes

   a sequence of (position, node) pairs

10. case class PositionTreeNode(labels: Map[Symbol, String]) extends Product with Serializable

    

    A node of a position tree.

    A node of a position tree.

    labels

    a map from label names to label values

11. case class Sentence(tokens: IndexedSeq[Token]) extends MarbleBlock with Product with Serializable

    

    A Sentence is a sequence of tokens.

    A Sentence is a sequence of tokens.

    tokens

    the sequence of tokens in the sentence

12. trait SentenceSource extends AnyRef

    

    A data source for Sentence objects.

13. trait SentenceTransform extends AnyRef

    

14. class SubstitutionNode extends PositionTreeNode

    

15. class SubstitutionTree extends PositionTree

    

16. case class Token(word: Symbol, properties: Map[Symbol, Set[Symbol]] = Map()) extends Product with Serializable

    

    A Token is the basic atom of a sentence.

    A Token is the basic atom of a sentence.

    word

    the surface form of the token

17. case class VerbnetTagger(verbnet: Verbnet) extends SentenceTransform with Product with Serializable

    

    The VerbnetTagger tags the tokens of an input sentence with their Verbnet classes.