org.allenai.nlpstack.core

DependencyParser

Related Docs: object DependencyParser | package core

trait DependencyParser extends AnyRef

A trait for a tool that produces a dependency graph, such as the Stanford dependency parser. Subclasses should override dependencyGraphPostagged.

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  1. abstract def dependencyGraphPostagged(tokens: Seq[PostaggedToken]): DependencyGraph

    Create a dependency graph from POS-tagged tokens.

    Create a dependency graph from POS-tagged tokens.

    tokens

    the tokens to parse

    returns

    the dependency graph built from the given tokens

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  6. def dependencyGraph(tokenizer: Tokenizer, postagger: Postagger)(string: String): (Seq[PostaggedToken], DependencyGraph)

    Create a dependency graph using a given tokenizer and postagger, for a given string.

    Create a dependency graph using a given tokenizer and postagger, for a given string.

    tokenizer

    the tokenizer to use to parse the input string

    postagger

    the postagger to use to POS tag the input string

    string

    the string to parse

    returns

    a tuple with the resultant POS tagged tokens and dependency graph

  7. def dependencyGraphTokenized(postagger: Postagger)(tokens: Seq[Token]): (Seq[PostaggedToken], DependencyGraph)

    Create a dependency graph using a given postagger, for a given tokenized string.

    Create a dependency graph using a given postagger, for a given tokenized string.

    postagger

    the postagger to use to POS tag the input tokens

    tokens

    the tokenized string to parse

    returns

    a tuple with the resultant POS tagged tokens and dependency graph

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