wordspace (version 0.2-8)

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

0.2-8

License

GPL-3

Maintainer

Stephanie Evert

Last Published

August 22nd, 2022

Functions in wordspace (0.2-8)

as.matrix.dsm

Extract Matrix from DSM Object (wordspace)

dimnames.dsm

Dimnames of a DSM Object (wordspace)

WordSim353

Similarity Ratings for 351 Noun Pairs (wordspace)

convert.lemma

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

as.dsm.tm

Create DSM Object From tm Package (wordspace)

context.vectors

Compute Bag-of-Words Context Vectors (wordspace)

dim.dsm

Dimensions of a DSM Object (wordspace)

check.dsm

Validate Internal Structure of DSM Object (wordspace)

as.dsm

Create DSM Object From Various R Data Structures (wordspace)

as.distmat

Mark an arbitrary matrix as a pre-computed dist.matrix object (wordspace)

head.dist.matrix

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

dsm

Create DSM Object Representing a Distributional Semantic Model (wordspace)

eval.clustering

Evaluate DSM on Clustering Task (wordspace)

eval.multiple.choice

Evaluate DSM on Multiple Choice Task (wordspace)

dsm.score

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

head.dsm

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

dsm.projection

Reduce Dimensionality of DSM by Subspace Projection (wordspace)

dist.matrix

Distances/Similarities between Row or Column Vectors (wordspace)

dsm.canonical.matrix

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

eval.similarity.correlation

Evaluate DSM on Correlation with Similarity Ratings (wordspace)

match.split

Find Parallel Matches for Values in Groups (wordspace)

read.dsm.matrix

Load DSM Matrix from File (wordspace)

nearest.neighbours

Find Nearest Neighbours in DSM Space (wordspace)

print.dsm

Print Information About DSM Object (wordspace)

rbind.dsm

Combine DSM Objects by Rows and Columns (wordspace)

plot.dist.matrix

Plotting Distance Matrices (wordspace)

normalize.rows

Normalize Rows or Columns of Matrix to Unit Length (wordspace)

merge.dsm

Merge Rows or Columns from Different DSM Objects (wordspace)

pair.distances

Semantic Distances Between Word Pairs (wordspace)

plot.eval.similarity.correlation

Printing and Plotting Similarity Correlation Evaluation Results (wordspace)

subset.dsm

Subsetting Distributional Semantic Models (wordspace)

signcount

Efficiently Count Positive, Negative and Zero Values (wordspace)

rsvd

Randomized Singular Value Decomposition (wordspace)

wordspace.openmp

Control multi-core processing in wordspace functions (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)

wordspace-package

Distributional Semantic Models in R (wordspace)

read.dsm.ucs

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

read.dsm.triplet

Load DSM Data from Triplet Representation (wordspace)

write.dsm.matrix

Export DSM Matrix to File (wordspace)

ESSLLI08_Nouns

Noun Clustering Task from ESSLLI 2008 (wordspace)

DSM_TermContextMatrix

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

SemCorWSD

SemCor Word Sense Disambiguation Task (wordspace)

DSM_HieroglyphsMatrix

A Small Co-occurrence Matrix (wordspace)

DSM_SingularValues

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

RG65

Similarity Ratings for 65 Noun Pairs (wordspace)

DSM_Vectors

Pre-Compiled DSM Vectors for Selected Words (wordspace)

DSM_VerbNounTriples_BNC

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

DSM_GoodsMatrix

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

DSM_TermTermMatrix

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