org.allenai.nlpstack.parse.poly.eval

ParseEvaluation

Related Doc: package eval

object ParseEvaluation

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  4. def analyzeParseSource(analyzer: ParseAnalyzer, parseSource: PolytreeParseSource): Map[String, Double]

    Runs a specified parse analyzer over all parses in the parse source, and combines the results.

    Runs a specified parse analyzer over all parses in the parse source, and combines the results.

    For each parse, the analyzer returns a histogram (specifically a map from symbols to counts). These maps are combined by adding the counts for each key.

    analyzer

    the analyzer to apply to the parses

    parseSource

    the source of parses

    returns

    a merging of the histograms produced by calling the analyzer on each parse of the parse source

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  16. def performStandardAnalysis(candidateSource: PolytreeParseSource, goldParseBank: ParseBank): Unit

    Runs a standard set of analyzers on a set of candidate parses with respect to a bank of gold parses.

    Runs a standard set of analyzers on a set of candidate parses with respect to a bank of gold parses.

    candidateSource

    the source of candidate parses

    goldParseBank

    a bank containing the gold parses

  17. def performStandardEvaluation(candidateSource: PolytreeParseSource, goldParseBank: ParseBank): Unit

    Runs a standard set of scoring functions on a set of candidate parses with respect to a bank of gold parses.

    Runs a standard set of scoring functions on a set of candidate parses with respect to a bank of gold parses.

    candidateSource

    the source of candidate parses

    goldParseBank

    a bank containing the gold parses

  18. def performStandardMultiUserEvaluation(candidateSources: Map[String, PolytreeParseSource], goldParseBank: ParseBank): Unit

    Runs a standard contrastive evaluation of a set of candidate parsers ("users") with respect to a bank of gold parses.

    Runs a standard contrastive evaluation of a set of candidate parsers ("users") with respect to a bank of gold parses.

    candidateSources

    the map from user names to candidate parses

    goldParseBank

    a bank containing the gold parses

  19. def scoreParseSource(scoringFunction: ParseScore, parseSource: PolytreeParseSource): (Int, Int)

    Runs a specified scoring function over all parses in the parse source, and sums the results.

    Runs a specified scoring function over all parses in the parse source, and sums the results.

    Each scoring function returns a ratio (i.e. numerator/denominator) for each parse in the parse source. The sum of these ratios is returned.

    scoringFunction

    the scoring function to apply to the parses

    parseSource

    the source of parses

    returns

    the sum of the ratios produced by calling the scoring function on each parse of the parse source

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