R: Distributional Semantic Models in R

# Distributional Semantic Models in R

## Documentation for package ‘wordspace’ version 0.2-6

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

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)