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wordspace (version 0.2-0)

Distributional Semantic Models in R

Description

An interactive laboratory for research on distributional semantic models ('DSM', see for more information).

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Version

Install

install.packages('wordspace')

Monthly Downloads

625

Version

0.2-0

License

GPL-3

Maintainer

Stefan Evert

Last Published

August 13th, 2016

Functions in wordspace (0.2-0)

dim.dsm

Dimensions of a DSM Object (wordspace)

convert.lemma

Transform CWB/Penn-Style Lemmas into Other Notation Formats (wordspace)

dsm.canonical.matrix

Canonical Formats for a DSM Co-occurrence Matrix (wordspace)

as.dsm.tm

Create DSM Object From tm Package (wordspace)

dist.matrix

as.dsm

Create DSM Object From Various R Data Structures (wordspace)

DSM_GoodsMatrix

A Scored Co-occurrence Matrix of Nouns Denoting Goods (wordspace)

DSM_SingularValues

Typical Singular Values of a Term-Context Matrix (wordspace)

DSM_HieroglyphsMatrix

A Small Co-occurrence Matrix (wordspace)

dsm.projection

Reduce Dimensionality of DSM by Subspace Projection (wordspace)

DSM_Vectors

Pre-Compiled DSM Vectors for Selected Words (wordspace)

DSM_VerbNounTriples_BNC

Verb-Noun Co-occurrence Frequencies from British National Corpus (wordspace)

eval.clustering

Evaluate DSM on Clustering Task (wordspace)

eval.multiple.choice

Evaluate DSM on Multiple Choice Task (wordspace)

ESSLLI08_Nouns

Noun Clustering Task from ESSLLI 2008 (wordspace)

dsm

Create DSM Object Representing a Distributional Semantic Model (wordspace)

DSM_TermTermMatrix

Example of a Term-Term Co-occurrence Matrix (wordspace)

DSM_TermContextMatrix

Example of a Term-Context Co-occurrence Matrix (wordspace)

context.vectors

Compute Bag-of-Words Context Vectors (wordspace)

check.dsm

Validate Internal Structure of DSM Object (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)

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)

match.split

Find Parallel Matches for Values in Groups (wordspace)

head.dsm

Return the Top Left Corner of a DSM Matrix (wordspace)

merge.dsm

Merge Rows or Columns from Different DSM Objects (wordspace)

nearest.neighbours

Find Nearest Neighbours in DSM Space (wordspace)

RG65

rbind.dsm

Combine DSM Objects by Rows and Columns (wordspace)

print.dsm

Print Information About DSM Object (wordspace)

subset.dsm

Subsetting Distributional Semantic Models (wordspace)

SemCorWSD

SemCor Word Sense Disambiguation Task (wordspace)

read.dsm.triplet

Load DSM Data from Triplet Representation (wordspace)

rsvd

Randomized Singular Value Decomposition (wordspace)

read.dsm.ucs

Load Raw DSM Data from Disk Files in UCS Export Format (wordspace)

scaleMargins

Scale Rows and/or Columns of a Matrix (wordspace)

rowNorms

Compute Norms of Row and Column Vectors of a Matrix (wordspace)

t.dsm

Swap the Rows and Columns of a DSM Object (wordspace)

WordSim353

wordspace.openmp

Control multi-core processing in wordspace functions (wordspace)

wordspace-package

Distributional Semantic Models in R (wordspace)

dsm.score

Weighting, Scaling and Normalisation of Co-occurrence Matrix (wordspace)