Class Summary |
AbstractBatchAnnotatorLearner |
Learn an annotation model using a sequence dataset and some sort of
batch learner. |
AnnotationExample |
Feedback for an annotation learner. |
AnnotatorLearner |
Learn an Annotator from AnnotationExample's. |
AnnotatorTeacher |
Train a AnnotatorLearner and return the learned
Annotator, using some unspecified source of information to
get AnnotationExample's to train the learner. |
BeginContinueEndUniqueReduction |
Reducing an extraction task to tagging tokens as one of five
categories. |
BeginContinueOutsideReduction |
Reduces an extraction task to tagging tokens as one of three
categories. |
BinaryTextClassifier |
Class the returns the score of a string rather than an instance |
ClassifierAnnotator |
An annotator that uses a learned Classifier to mark up document spans. |
ConditionalSemiMarkovModel |
Learn to annotate based on a conditional semi-markov model, learned from
examples. |
ConditionalSemiMarkovModel.CSMMAnnotator |
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ConditionalSemiMarkovModel.CSMMLearner |
A learner for ConditionalSemiMarkovModel's. |
ConditionalSemiMarkovModel.CSMMSpanFE |
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ConditionalSemiMarkovModel.CSMMWithDictionarySpanFE |
Feature extractor for providing distance-based features on terms. |
ConditionalSemiMarkovModel.Segments |
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ConfidenceReportingSequenceAnnotator |
Wraps an Annotator learned by SequenceAnnotatorLearner with code to compute
confidences for each extracted span. |
Extraction2TaggingReduction |
A scheme for reducing an extraction task to a tagging task. |
ExtractorAnnotatorWrapper |
Wraps an ExtractorAnnotator with some code to implement
a simple API. |
ExtractorNameMatcher |
A name matching scheme on top of a given extractor, fit for spanTypes
depicting personal names. |
ExtractorTweaker |
Allows one to adjust the parameters of a learned extractor. |
FeatureBuffer |
Buffers features constructed using the SpanFE.SpanResult subclasses. |
FilteredFinder |
Finds spans by filtering a list of proposed candidates with a classifier. |
FreqAnal |
Created by IntelliJ IDEA. |
InsideOutsideReduction |
Reducing an extraction task to tagging tokens as inside the type to extract,
or outside the type to extract. |
MultiClassifierAnnotator |
An annotator that uses a learned Classifier to mark up document spans. |
NameMatcher |
A name matching scheme on top of a given extractor, fit for spanTypes
depicting personal names. |
OnlineBinaryTextClassifierLearner |
Provides a way to Edit document labels and add them to the learner |
SampleClassificationProblem |
Some sample inputs to facilitate testing. |
SampleExtractionProblem |
Some sample inputs to facilitate testing. |
SampleFE |
Some sample feature extractors. |
SampleFE.AnnotatedSpanFE |
A feature extractor that pre-loads a mixup file or some other type of
annotation. |
SampleFE.BagOfLowerCaseWordsFE |
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SampleFE.BagOfWordsFE |
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SampleFE.ExtractionFE |
An extraction-oriented feature extractor to apply to one-token spans, for
extraction tasks. |
SegmentAnnotatorLearner |
Learn an annotation model using a SegmentDataset dataset and a
BatchSequenceClassifierLearner. |
SegmentAnnotatorLearner.SegmentAnnotator |
|
SequenceAnnotatorLearner |
Learn an annotation model using a sequence dataset and a
BatchSequenceClassifierLearner. |
SequenceAnnotatorLearner.SequenceAnnotator |
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SpanFE |
A Feature Extractor which converts a Span to an Instance. |
SpanFE.Filter |
An abstract class that can be used to filter SpanSetResults. |
SpanFE.Function |
An abstract class that can be used to change SpanSets |
SpanFE.Result |
Encodes an intermediate result of the SpanFE process. |
SpanFE.SetResult<T> |
An intermediate result of a SpanFE process where the object being operated
on is a Set of something. |
SpanFE.SpanResult |
An intermediate result of an SpanFE process where a span is being
processed. |
SpanFE.SpanSetResult |
An intermediate result of a SpanFE process where the object being operated
on is a set of spans. |
SpanFE.StringBagResult |
An intermediate result of a SpanFE process where the object being operated
on is a set of strings. |
SpanFE.TokenSetResult |
An intermediate result of a SpanFE process where the object being operated
on is a set of tokens. |
StartEndLengthAnnotator |
Annotator based on classifiers for start, labels, and length. |
TextLabelsAnnotatorTeacher |
Train an AnnotationExample from a previously annotated corpus (stored in a
TextLabels). |