Interface | Description |
---|---|
EvalUtils.Evaluator | |
SimpleLinearClassifier.LearningRateSchedule | |
SimpleLinearClassifier.Loss |
Class | Description |
---|---|
Clusterer |
System for building up coreference clusters incrementally, merging a pair of clusters each step.
|
Clusterer.Cluster | |
ClustererDataLoader |
Loads the data used to train
Clusterer . |
ClustererDataLoader.ClustererDoc | |
ClusteringCorefAlgorithm |
Builds up coreference clusters incrementally with agglomerative clustering.
|
CompressedFeatureVector |
A low-memory representation of a
Counter created by a Compressor . |
Compressor<K> |
Converts a
Counter<K> to a CompressedFeatureVector (i.e., parallel lists of integer
keys and double values), which takes up much less memory. |
DatasetBuilder |
Produces train/dev/test sets for training coreference models with (optionally) sampling.
|
DocumentExamples |
Represents all coreference examples for a particular document.
|
EvalUtils |
Utility classes for computing the B^3 and MUC coreference metrics
|
EvalUtils.AbstractEvaluator | |
EvalUtils.B3Evaluator | |
EvalUtils.CombinedEvaluator | |
EvalUtils.MUCEvaluator | |
Example |
A representation of a mention-pair for training coreference models.
|
FeatureExtractor |
A class for featurizing mention pairs and individual mentions.
|
FeatureExtractorRunner |
Runs feature extraction over coreference documents.
|
MaxMarginMentionRanker |
A max-margin mention-ranking coreference model.
|
MaxMarginMentionRanker.Builder | |
MetadataWriter |
Writes various pieces of information about coreference documents to disk.
|
MetaFeatureExtractor |
Class for filtering out input features and producing feature conjunctions.
|
MetaFeatureExtractor.Builder | |
PairwiseModel |
Pairwise mention-classification model.
|
PairwiseModel.Builder | |
PairwiseModelTrainer |
Class for training coreference models
|
SimpleLinearClassifier |
A simple linear classifier trained by SGD with support for several different loss functions
and learning rate schedules.
|
StatisticalCorefAlgorithm |
Does best-first coreference resolution by linking each mention to its highest scoring candidate
antecedent if that score is above a threshold.
|
StatisticalCorefProperties |
Manages the properties for training and running statistical coreference systems.
|
StatisticalCorefTrainer |
Main class for training new statistical coreference systems.
|
Enum | Description |
---|---|
MaxMarginMentionRanker.ErrorType | |
MetaFeatureExtractor.PairConjunction | |
MetaFeatureExtractor.SingleConjunction |