Uses of Interface
edu.ucla.sspace.common.SemanticSpace

Packages that use SemanticSpace

Package	Description
edu.ucla.sspace.beagle
edu.ucla.sspace.coals
edu.ucla.sspace.common
edu.ucla.sspace.dri
edu.ucla.sspace.dv
edu.ucla.sspace.esa
edu.ucla.sspace.evaluation
edu.ucla.sspace.grefenstette
edu.ucla.sspace.gws
edu.ucla.sspace.hal
edu.ucla.sspace.isa
edu.ucla.sspace.lsa
edu.ucla.sspace.mains
edu.ucla.sspace.nonlinear
edu.ucla.sspace.purandare
edu.ucla.sspace.ri
edu.ucla.sspace.rri
edu.ucla.sspace.svs
edu.ucla.sspace.temporal
edu.ucla.sspace.tools
edu.ucla.sspace.tri
edu.ucla.sspace.util
edu.ucla.sspace.vsm
edu.ucla.sspace.wordsi

Uses of SemanticSpace in edu.ucla.sspace.beagle

Classes in edu.ucla.sspace.beagle that implement SemanticSpace

Modifier and Type	Class and Description
class	Beagle An implementation of the Beagle Semantic Space model.

Uses of SemanticSpace in edu.ucla.sspace.coals

Classes in edu.ucla.sspace.coals that implement SemanticSpace

Modifier and Type	Class and Description
class	Coals An implementation of the COALS Semantic Space model.

Uses of SemanticSpace in edu.ucla.sspace.common

Subinterfaces of SemanticSpace in edu.ucla.sspace.common

Modifier and Type	Interface and Description
interface	DimensionallyInterpretableSemanticSpace<T> An interface for SemanticSpace instances that are meaningfully interpretable.

Classes in edu.ucla.sspace.common that implement SemanticSpace

Modifier and Type	Class and Description
class	CachingOnDiskSemanticSpace A SemanticSpace where most vector data is kept on disk, but frequently accessed data is kept in memory.
class	GenericTermDocumentVectorSpace This base class centralizes much of the common text processing needed for term-document based SemanticSpaces.
class	OnDiskSemanticSpace A SemanticSpace where all vector data is kept on disk.
class	StaticSemanticSpace An unmodifiable SemanticSpace whose data is loaded into memory from an .sspace file.
class	VectorMapSemanticSpace<T extends Vector> This SemanticSpace wraps a Map from strings to Vectors.

Methods in edu.ucla.sspace.common that return SemanticSpace

Modifier and Type	Method and Description
static SemanticSpace	SemanticSpaceIO.load(File sspaceFile) Loads and returns the SemanticSpace stored in the specified file.
static SemanticSpace	SemanticSpaceIO.load(File sspaceFile, SemanticSpaceIO.SSpaceFormat format) Deprecated.
static SemanticSpace	SemanticSpaceIO.load(String sspaceFileName) Loads and returns the SemanticSpace from the file with the specified name.
static SemanticSpace	SemanticSpaceIO.load(String sspaceFileName, SemanticSpaceIO.SSpaceFormat format) Deprecated.

Methods in edu.ucla.sspace.common with parameters of type SemanticSpace

Modifier and Type	Method and Description
SortedMultiMap<Double,String>	WordComparator.getMostSimilar(String word, SemanticSpace sspace, int numberOfSimilarWords, Similarity.SimType similarityType) Compares the provided word to all other words in the provided SemanticSpace and return the specified number of words that were most similar according to the specified similarity measure.
static void	SemanticSpaceIO.save(SemanticSpace sspace, File output) Writes the data contained in the SemanticSpace to the provided file using the SemanticSpaceIO.SSpaceFormat.TEXT format.
static void	SemanticSpaceIO.save(SemanticSpace sspace, File output, SemanticSpaceIO.SSpaceFormat format) Writes the data contained in the SemanticSpace to the provided file and format.
static void	SemanticSpaceIO.save(SemanticSpace sspace, String outputFileName) Writes the data contained in the SemanticSpace to the file with the provided name using the SemanticSpaceIO.SSpaceFormat.TEXT format.

Constructors in edu.ucla.sspace.common with parameters of type SemanticSpace

Constructor and Description
DocumentVectorBuilder(SemanticSpace baseSpace) Creates a DocumentVectorBuilder from a SemanticSpace and extracts options from the system wide Properties.
DocumentVectorBuilder(SemanticSpace baseSpace, Properties props) Creates a DocumentVectorBuilder from a SemanticSpace and extracts options from the given Properties.

Uses of SemanticSpace in edu.ucla.sspace.dri

Classes in edu.ucla.sspace.dri that implement SemanticSpace

Modifier and Type	Class and Description
class	DependencyRandomIndexing A co-occurrence based approach to statistical semantics that uses dependency parse trees and approximates a full co-occurrence matrix by using a randomized projection.

Uses of SemanticSpace in edu.ucla.sspace.dv

Classes in edu.ucla.sspace.dv that implement SemanticSpace

Modifier and Type	Class and Description
class	DependencyVectorSpace An implementation of the Dependency Vector Space word space model.

Uses of SemanticSpace in edu.ucla.sspace.esa

Classes in edu.ucla.sspace.esa that implement SemanticSpace

Modifier and Type	Class and Description
class	ExplicitSemanticAnalysis An implementation of Explicit Semanic Analysis proposed by Evgeniy Gabrilovich and Shaul Markovitch.

Uses of SemanticSpace in edu.ucla.sspace.evaluation

Methods in edu.ucla.sspace.evaluation with parameters of type SemanticSpace

Modifier and Type	Method and Description
protected Double	DeeseAntonymEvaluation.computeAssociation(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
protected abstract Double	AbstractWordAssociationTest.computeAssociation(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
protected abstract Double	AbstractWordPrimingTest.computePriming(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
protected Double	OnePairPerLinePrimingTest.computePriming(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
double	OneNormedQuestionPerLineTest.computeStrength(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
protected abstract double	AbstractNormedWordPrimingTest.computeStrength(SemanticSpace sspace, String word1, String word2) Returns the association of the two words on a scale of 0 to 1.
WordPrimingReport	AbstractWordPrimingTest.evaluate(SemanticSpace sspace) Evaluates the performance of a given SemanticSpace on a given WordSimilarityEvaluation using the provided similarity metric.
NormedWordPrimingReport	NormedWordPrimingTest.evaluate(SemanticSpace sspace)
WordAssociationReport	WordAssociationTest.evaluate(SemanticSpace sspace)
NormedWordPrimingReport	AbstractNormedWordPrimingTest.evaluate(SemanticSpace sspace) Evaluates the performance of a given SemanticSpace on a given WordSimilarityEvaluation using the provided similarity metric.
WordPrimingReport	WordPrimingTest.evaluate(SemanticSpace sspace) Evaluates a SemanticSpace on a particular test of word priming pairs.
WordAssociationReport	AbstractWordAssociationTest.evaluate(SemanticSpace sspace) Evaluates the performance of a given SemanticSpace on a given WordSimilarityEvaluation using the provided similarity metric.
static WordChoiceReport	WordChoiceEvaluationRunner.evaluate(SemanticSpace sspace, WordChoiceEvaluation test, Similarity.SimType vectorComparisonType) Evaluates the performance of a given SemanticSpace on a given WordChoiceEvaluation using the provided similarity metric.
static WordSimilarityReport	WordSimilarityEvaluationRunner.evaluate(SemanticSpace sspace, WordSimilarityEvaluation test, Similarity.SimType vectorComparisonType) Evaluates the performance of a given SemanticSpace on a given WordSimilarityEvaluation using the provided similarity metric.

Uses of SemanticSpace in edu.ucla.sspace.grefenstette

Classes in edu.ucla.sspace.grefenstette that implement SemanticSpace

Modifier and Type	Class and Description
class	Grefenstette An implementation of a semantic space built from syntactic co-occurrence, as described by Grefenstette.

Uses of SemanticSpace in edu.ucla.sspace.gws

Classes in edu.ucla.sspace.gws that implement SemanticSpace

Modifier and Type	Class and Description
class	GenericWordSpace The most basic co-occurrence model that counts word co-occurrence within a sliding window with no further processing.

Uses of SemanticSpace in edu.ucla.sspace.hal

Classes in edu.ucla.sspace.hal that implement SemanticSpace

Modifier and Type	Class and Description
class	HyperspaceAnalogueToLanguage A SemanticSpace implementation of the Hyperspace Analogue to Language (HAL) algorithm described by Lund and Burgess.

Uses of SemanticSpace in edu.ucla.sspace.isa

Classes in edu.ucla.sspace.isa that implement SemanticSpace

Modifier and Type	Class and Description
class	IncrementalSemanticAnalysis An implementation of Incremental Semantic Analysis (ISA).

Uses of SemanticSpace in edu.ucla.sspace.lsa

Classes in edu.ucla.sspace.lsa that implement SemanticSpace

Modifier and Type	Class and Description
class	LatentSemanticAnalysis An implementation of Latent Semantic Analysis (LSA).

Uses of SemanticSpace in edu.ucla.sspace.mains

Methods in edu.ucla.sspace.mains that return SemanticSpace

Modifier and Type	Method and Description
SemanticSpace	ESAMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	GenericWordsiMain.getSpace() Returns the SemanticSpace that will be used for processing.
SemanticSpace	CoalsMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	VsmMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	HALMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	GwsMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	StructuredVectorSpaceMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	DependencyVectorSpaceMain.getSpace() Returns the SemanticSpace that will be used for processing.
SemanticSpace	DependencyRandomIndexingMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected abstract SemanticSpace	GenericMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	IsaMain.getSpace()
protected SemanticSpace	LpcsMain.getSpace()
protected SemanticSpace	ReflectiveRandomIndexingMain.getSpace() Returns an instance of ReflectiveRandomIndexing.
SemanticSpace	GrefenstetteMain.getSpace() Returns an instance of the Grefenstette algorithm.
protected SemanticSpace	PurandareMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	PLSAMain.getSpace()
SemanticSpace	BeagleMain.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	LSAMain.getSpace()
protected SemanticSpace	RandomIndexingMain.getSpace() Returns an instance of RandomIndexing.
protected SemanticSpace	LpsaMain.getSpace()

Methods in edu.ucla.sspace.mains with parameters of type SemanticSpace

Modifier and Type	Method and Description
protected void	GenericMain.parseDocumentsMultiThreaded(SemanticSpace sspace, Iterator<Document> docIter, int numThreads) Calls processDocument once for every document in docIter using a the specified number thread to call processSpace on the SemanticSpace instance.
protected void	GenericMain.parseDocumentsSingleThreaded(SemanticSpace sspace, Iterator<Document> docIter) Calls processDocument once for every document in docIter using a single thread to interact with the SemanticSpace instance.
protected void	GenericMain.processDocumentsAndSpace(SemanticSpace space, Iterator<Document> docIter, int numThreads, Properties props) Processes all the documents held by the iterator and process the space.
protected void	GenericMain.saveSSpace(SemanticSpace sspace, File outputFile) Serializes the SemanticSpace object to outputFile.

Uses of SemanticSpace in edu.ucla.sspace.nonlinear

Classes in edu.ucla.sspace.nonlinear that implement SemanticSpace

Modifier and Type	Class and Description
class	LocalityPreservingCooccurrenceSpace
class	LocalityPreservingSemanticAnalysis An implementation of Locality Preserving Semantic Analysis (LPSA).

Uses of SemanticSpace in edu.ucla.sspace.purandare

Classes in edu.ucla.sspace.purandare that implement SemanticSpace

Modifier and Type	Class and Description
class	PurandareFirstOrder An implementation of the word sense induction algorithm described by Purandare and Pedersen.

Uses of SemanticSpace in edu.ucla.sspace.ri

Classes in edu.ucla.sspace.ri that implement SemanticSpace

Modifier and Type	Class and Description
class	RandomIndexing A co-occurrence based approach to statistical semantics that uses a randomized projection of a full co-occurrence matrix to perform dimensionality reduction.

Uses of SemanticSpace in edu.ucla.sspace.rri

Classes in edu.ucla.sspace.rri that implement SemanticSpace

Modifier and Type	Class and Description
class	ReflectiveRandomIndexing An implementation of Reflective Random Indexing, which uses a two passes through the corpus to build semantic vectors that better approximate indirect co-occurrence.

Uses of SemanticSpace in edu.ucla.sspace.svs

Classes in edu.ucla.sspace.svs that implement SemanticSpace

Modifier and Type	Class and Description
class	StructuredVectorSpace A dependency parsed based approach to statistical semantics that uses a collection of vectors to represent a word.

Uses of SemanticSpace in edu.ucla.sspace.temporal

Subinterfaces of SemanticSpace in edu.ucla.sspace.temporal

Modifier and Type	Interface and Description
interface	TemporalSemanticSpace A common interface for interacting with semantic space models of meaning that include time information in their word representation.

Classes in edu.ucla.sspace.temporal that implement SemanticSpace

Modifier and Type	Class and Description
class	FileBasedTemporalSemanticSpace A TemporalSemanticSpace created from the serialized output of another TemporalSemanticSpace after it has finished processing.

Uses of SemanticSpace in edu.ucla.sspace.tools

Classes in edu.ucla.sspace.tools that implement SemanticSpace

Modifier and Type	Class and Description
class	BasisMaker.OccurrenceCounter A simple term SemanticSpace implementation that counts word co-occurrences, performs a transform, and then scores each recorded basis dimension based on the row summed scores for each word.
class	DependencyBasisMaker.OccurrenceCounter A simple term SemanticSpace implementation that counts word co-occurrences, performs a transform, and then scores each recorded basis dimension based on the row summed scores for each word.

Methods in edu.ucla.sspace.tools that return SemanticSpace

Modifier and Type	Method and Description
protected SemanticSpace	BasisMaker.getSpace() Returns the SemanticSpace that will be used for processing.
protected SemanticSpace	DependencyBasisMaker.getSpace() Returns the SemanticSpace that will be used for processing.

Methods in edu.ucla.sspace.tools with parameters of type SemanticSpace

Modifier and Type	Method and Description
protected void	BasisMaker.saveSSpace(SemanticSpace sspace, File outputFile) Saves the BasisMapping created from the BasisMaker.OccurrenceCounter.
protected void	DependencyBasisMaker.saveSSpace(SemanticSpace sspace, File outputFile) Saves the BasisMapping created from the DependencyBasisMaker.OccurrenceCounter.

Uses of SemanticSpace in edu.ucla.sspace.tri

Classes in edu.ucla.sspace.tri that implement SemanticSpace

Modifier and Type	Class and Description
class	FixedDurationTemporalRandomIndexing A TemporalSemanticSpace class that optimizes a special case of TemporalRandomIndexing where the documents are in sorted order and the duration of a semantic partition is fixed.
class	OrderedTemporalRandomIndexing A simplified version of TemporalRandomIndexing that imposes restrictions on the document input ordering to improve efficiency at the cost of functionality.

Uses of SemanticSpace in edu.ucla.sspace.util

Constructors in edu.ucla.sspace.util with parameters of type SemanticSpace

Constructor and Description
PartitioningNearestNeighborFinder(SemanticSpace sspace) Creates a new NearestNeighborFinder for the SemanticSpace, using loge(|words|) principle vectors to efficiently search for neighbors.
PartitioningNearestNeighborFinder(SemanticSpace sspace, int numPrincipleVectors) Creates a new NearestNeighborFinder for the SemanticSpace, using the specified number of principle vectors to efficiently search for neighbors.
SemanticSpaceMatrix(SemanticSpace sspace) Creates a Matrix whose data is backed by the provided SemanticSpace.
SimpleNearestNeighborFinder(SemanticSpace sspace) Creates this SimpleNearestNeighborFinder with as many threads as processors, and using the cosine similarity for word comparisons.
SimpleNearestNeighborFinder(SemanticSpace sspace, int numThreads) Creates this SimpleNearestNeighborFinder with the specified number of threads, using the cosine similarity for word comparisons.
SimpleNearestNeighborFinder(SemanticSpace sspace, SimilarityFunction similarity) Creates this SimpleNearestNeighborFinder with as many threads as processings and using the provided similarity function to compare words.
SimpleNearestNeighborFinder(SemanticSpace sspace, SimilarityFunction similarity, int numThreads) Creates this SimpleNearestNeighborFinder with the specified number of threads and using the provided similarity function to compare words.

Uses of SemanticSpace in edu.ucla.sspace.vsm

Classes in edu.ucla.sspace.vsm that implement SemanticSpace

Modifier and Type	Class and Description
class	VectorSpaceModel An implementation of the Vector Space Model (VSM).

Uses of SemanticSpace in edu.ucla.sspace.wordsi

Classes in edu.ucla.sspace.wordsi that implement SemanticSpace

Modifier and Type	Class and Description
class	BaseWordsi This base class accepts or rejects key words based on a set of acceptedWords and dispatches calls to a ContextExtractor so that Wordsi sub-classes will be called with each generated vector.
class	EvaluationWordsi An Wordsi implementation to be used for evaluations.
class	StreamingWordsi A Wordsi implementation that utilizes streaming, or online, clustering algorithms.
class	WaitingWordsi A Wordsi implementation that performs batch clustering.

Constructors in edu.ucla.sspace.wordsi with parameters of type SemanticSpace

Constructor and Description
EvaluationWordsi(Set<String> acceptedWords, ContextExtractor extractor, SemanticSpace sspace, AssignmentReporter reporter) Creates a new EvaluationWordsi.