Package edu.stanford.nlp.sequences
This package contains classes that support sequence modeling and
inference (CMMs and CRFs).
- Author:
- Teg Grenager (grenager@stanford.edu), Jenny Finkel
-
Interface Summary Interface Description BestSequenceFinder An interface for classes capable of computing the best sequence given a SequenceModel.DocumentReaderAndWriter<IN extends CoreMap> This interface is used for reading data and writing output into and out of sequence classifiers.LatticeWriter<IN extends CoreMap,T,S> This interface is used for writing lattices out ofSequenceClassifiers.ListeningSequenceModel This is simply a conjunctive interface for something that is a SequenceModel and a SequenceListener.SequenceListener A class capable of listening to changes about a sequence, represented as an array of type int.SequenceModel Interface for scoring the labeling of sequences of a fixed length. -
Class Summary Class Description BeamBestSequenceFinder A class capable of computing the best sequence given a SequenceModel.Clique This class is meant to represent a clique in a (directed or undirected) linear-chain graphical model.ColumnDocumentReaderAndWriter DocumentReader for column format.ColumnTabDocumentReaderWriter<IN extends CoreMap> Version of ColumnDocumentReaderAndWriter that doesn't read in entire file and stores it in memory before parsing it.CoNLLDocumentReaderAndWriter DocumentReader for the original CoNLL 03 format.CoolingSchedule ExactBestSequenceFinder A class capable of computing the best sequence given a SequenceModel.FactoredSequenceListener FactoredSequenceModel FeatureFactory<IN> This is the abstract class that all feature factories must subclass.IOBUtils A static class with functions to convert lists of tokens between different IOB-style representations.KBestSequenceFinder A SequenceFinder which can efficiently return a k-best list of sequence labellings.LibSVMReaderAndWriter DocumentReader for column formatMalletFeatureFactory<IN extends CoreLabel> Feature factory for SimpleTagger of Mallet.MalletReaderAndWriter DocumentReaderAndWriter for SimpleTagger of Mallet.MUCDocumentReaderAndWriter DocumentReader for MUC format.ObjectBankWrapper<IN extends CoreMap> This class is used to wrap the ObjectBank used by the sequence models and is where any sort of general processing, like the IOB mapping stuff and wordshape stuff, should go.PlainTextDocumentReaderAndWriter<IN extends CoreMap> This class provides methods for reading plain text documents and writing out those documents once classified in several different formats.SeqClassifierFlags Flags for sequence classifiers.SequenceGibbsSampler A Gibbs sampler for sequence models.SequenceSampler This class will sample an output from a sequence model.TrueCasingForNISTDocumentReaderAndWriter A DocumentReaderAndWriter for truecasing documents.TrueCasingForNISTDocumentReaderAndWriter.LineToTrueCasesParser ViterbiSearchGraphBuilder -
Enum Summary Enum Description PlainTextDocumentReaderAndWriter.OutputStyle SeqClassifierFlags.SlashHyphenEnum