Distributional Semantic Models in R

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Documentation for package ‘wordspace’ version 0.2-8

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wordspace-package Distributional Semantic Models in R (wordspace)
as.distmat Mark an arbitrary matrix as a pre-computed 'dist.matrix' object (wordspace)
as.distmat.dsm Mark an arbitrary matrix as a pre-computed 'dist.matrix' object (wordspace)
as.distmat.matrix Mark an arbitrary matrix as a pre-computed 'dist.matrix' object (wordspace)
as.distmat.sparseMatrix Mark an arbitrary matrix as a pre-computed 'dist.matrix' object (wordspace)
as.dsm Create DSM Object From Various R Data Structures (wordspace)
as.dsm.DocumentTermMatrix Create DSM Object From 'tm' Package (wordspace)
as.dsm.TermDocumentMatrix Create DSM Object From 'tm' Package (wordspace)
as.matrix.dsm Extract Matrix from DSM Object (wordspace)
cbind.dsm Combine DSM Objects by Rows and Columns (wordspace)
check.dsm Validate Internal Structure of DSM Object (wordspace)
colNorms Compute Norms of Row and Column Vectors of a Matrix (wordspace)
context.vectors Compute Bag-of-Words Context Vectors (wordspace)
convert.lemma Transform CWB/Penn-Style Lemmas into Other Notation Formats (wordspace)
dim.dsm Dimensions of a DSM Object (wordspace)
dimnames.dsm Dimnames of a DSM Object (wordspace)
dimnames<-.dsm Dimnames of a DSM Object (wordspace)
dist.matrix Distances/Similarities between Row or Column Vectors (wordspace)
dsm Create DSM Object Representing a Distributional Semantic Model (wordspace)
dsm-object Create DSM Object Representing a Distributional Semantic Model (wordspace)
dsm.canonical.matrix Canonical Formats for a DSM Co-occurrence Matrix (wordspace)
dsm.is.canonical Canonical Formats for a DSM Co-occurrence Matrix (wordspace)
dsm.projection Reduce Dimensionality of DSM by Subspace Projection (wordspace)
dsm.score Weighting, Scaling and Normalisation of Co-occurrence Matrix (wordspace)
DSM_GoodsMatrix A Scored Co-occurrence Matrix of Nouns Denoting Goods (wordspace)
DSM_HieroglyphsMatrix A Small Co-occurrence Matrix (wordspace)
DSM_SingularValues Typical Singular Values of a Term-Context Matrix (wordspace)
DSM_TermContext Example of a Term-Context Co-occurrence Matrix (wordspace)
DSM_TermContextMatrix Example of a Term-Context Co-occurrence Matrix (wordspace)
DSM_TermTerm Example of a Term-Term Co-occurrence Matrix (wordspace)
DSM_TermTermMatrix Example of a Term-Term Co-occurrence Matrix (wordspace)
DSM_Vectors Pre-Compiled DSM Vectors for Selected Words (wordspace)
DSM_VerbNounTriples_BNC Verb-Noun Co-occurrence Frequencies from British National Corpus (wordspace)
ESSLLI08_Nouns Noun Clustering Task from ESSLLI 2008 (wordspace)
eval.clustering Evaluate DSM on Clustering Task (wordspace)
eval.multiple.choice Evaluate DSM on Multiple Choice Task (wordspace)
eval.similarity.correlation Evaluate DSM on Correlation with Similarity Ratings (wordspace)
head.dist.matrix Return the Top Left Corner of a Distance Matrix (wordspace)
head.dsm Return the Top Left Corner of a DSM Matrix (wordspace)
match.split Find Parallel Matches for Values in Groups (wordspace)
merge.dsm Merge Rows or Columns from Different DSM Objects (wordspace)
nearest.neighbors Find Nearest Neighbours in DSM Space (wordspace)
nearest.neighbours Find Nearest Neighbours in DSM Space (wordspace)
normalize.cols Normalize Rows or Columns of Matrix to Unit Length (wordspace)
normalize.rows Normalize Rows or Columns of Matrix to Unit Length (wordspace)
pair.distances Semantic Distances Between Word Pairs (wordspace)
plot.dist.matrix Plotting Distance Matrices (wordspace)
plot.eval.similarity.correlation Printing and Plotting Similarity Correlation Evaluation Results (wordspace)
print.dsm Print Information About DSM Object (wordspace)
print.eval.similarity.correlation Printing and Plotting Similarity Correlation Evaluation Results (wordspace)
rbind.dsm Combine DSM Objects by Rows and Columns (wordspace)
read.dsm.matrix Load DSM Matrix from File (wordspace)
read.dsm.triplet Load DSM Data from Triplet Representation (wordspace)
read.dsm.ucs Load Raw DSM Data from Disk Files in UCS Export Format (wordspace)
RG65 Similarity Ratings for 65 Noun Pairs (wordspace)
rowNorms Compute Norms of Row and Column Vectors of a Matrix (wordspace)
rsvd Randomized Singular Value Decomposition (wordspace)
scaleMargins Scale Rows and/or Columns of a Matrix (wordspace)
SemCorWSD SemCor Word Sense Disambiguation Task (wordspace)
signcount Efficiently Count Positive, Negative and Zero Values (wordspace)
subset.dsm Subsetting Distributional Semantic Models (wordspace)
t.dsm Swap the Rows and Columns of a DSM Object (wordspace)
WordSim353 Similarity Ratings for 351 Noun Pairs (wordspace)
wordspace Distributional Semantic Models in R (wordspace)
wordspace.openmp Control multi-core processing in wordspace functions (wordspace)
write.dsm.matrix Export DSM Matrix to File (wordspace)