wordspace: Distributional Semantic Models in R

An interactive laboratory for research on distributional semantic models ('DSM', see <https://en.wikipedia.org/wiki/Distributional_semantics> for more information).

Author
Stefan Evert [http://www.stefan-evert.de/]
Date of publication
2016-08-13 18:12:55
Maintainer
Stefan Evert <stefan.evert@fau.de>
License
GPL-3
Version
0.2-0
URLs

View on CRAN

Man pages

as_dsm
Create DSM Object From Various R Data Structures (wordspace)
as_dsm_tm
Create DSM Object From 'tm' Package (wordspace)
check_dsm
Validate Internal Structure of DSM Object (wordspace)
context_vectors
Compute Bag-of-Words Context Vectors (wordspace)
convert_lemma
Transform CWB/Penn-Style Lemmas into Other Notation Formats...
dim_dsm
Dimensions of a DSM Object (wordspace)
dist_matrix
Distances/Similarities between Row or Column Vectors...
dsm
Create DSM Object Representing a Distributional Semantic...
dsm_canonical_matrix
Canonical Formats for a DSM Co-occurrence Matrix (wordspace)
DSM_GoodsMatrix
A Scored Co-occurrence Matrix of Nouns Denoting Goods...
DSM_HieroglyphsMatrix
A Small Co-occurrence Matrix (wordspace)
dsm_projection
Reduce Dimensionality of DSM by Subspace Projection...
dsm_score
Weighting, Scaling and Normalisation of Co-occurrence Matrix...
DSM_SingularValues
Typical Singular Values of a Term-Context Matrix (wordspace)
DSM_TermContextMatrix
Example of a Term-Context 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...
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...
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_neighbours
Find Nearest Neighbours in DSM Space (wordspace)
normalize_rows
Normalize Rows or Columns of Matrix to Unit Length...
pair_distances
Semantic Distances Between Word Pairs (wordspace)
plot_dist_matrix
Plotting Distance Matrices (wordspace)
plot_similarity_correlation
Printing and Plotting Similarity Correlation Evaluation...
print_dsm
Print Information About DSM Object (wordspace)
rbind_dsm
Combine DSM Objects by Rows and Columns (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...
RG65
Similarity Ratings for 65 Noun Pairs (wordspace)
rowNorms
Compute Norms of Row and Column Vectors of a Matrix...
rsvd
Randomized Singular Value Decomposition (wordspace)
scale_margins
Scale Rows and/or Columns of a Matrix (wordspace)
SemCorWSD
SemCor Word Sense Disambiguation Task (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_openmp
Control multi-core processing in wordspace functions...
wordspace-package
Distributional Semantic Models in R (wordspace)

Files in this package

wordspace
wordspace/inst
wordspace/inst/CITATION
wordspace/inst/extdata
wordspace/inst/extdata/tokens_utf16.txt
wordspace/inst/extdata/tokens_utf8.txt
wordspace/inst/extdata/term_context_ucs
wordspace/inst/extdata/term_context_ucs/cols.tbl.gz
wordspace/inst/extdata/term_context_ucs/M.mtx.gz
wordspace/inst/extdata/term_context_ucs/rows.tbl.gz
wordspace/inst/extdata/term_context_ucs/globals.tbl.gz
wordspace/inst/extdata/term_context_marginals_noheader.txt
wordspace/inst/extdata/term_context_triplets.gz
wordspace/inst/extdata/term_context_marginals.txt.gz
wordspace/inst/extdata/tokens_latin2.txt
wordspace/inst/doc
wordspace/inst/doc/wordspace-intro.html
wordspace/inst/doc/wordspace-intro.R
wordspace/inst/doc/wordspace-intro.Rmd
wordspace/tests
wordspace/tests/dsm_score.R
wordspace/tests/subset.R
wordspace/tests/dsm_projection.R
wordspace/tests/nearest_neighbours.R
wordspace/tests/file_formats.R
wordspace/tests/dist_matrix.R
wordspace/tests/scale_margins.R
wordspace/src
wordspace/src/Makevars
wordspace/src/parts
wordspace/src/parts/col_dist.cpp
wordspace/src/parts/scale_margins.cpp
wordspace/src/parts/row_norms.cpp
wordspace/src/parts/HEADER
wordspace/src/parts/score.cpp
wordspace/src/parts/am.h
wordspace/src/parts/random_indexing.cpp
wordspace/src/parts/openmp.cpp
wordspace/src/parts/globals.h
wordspace/src/parts/sim2dist.cpp
wordspace/src/parts/am.cpp
wordspace/src/wordspace.cpp
wordspace/src/RcppExports.cpp
wordspace/NAMESPACE
wordspace/NEWS
wordspace/data
wordspace/data/DSM_Vectors.rda
wordspace/data/DSM_HieroglyphsMatrix.rda
wordspace/data/DSM_TermTermMatrix.rda
wordspace/data/WordSim353.rda
wordspace/data/DSM_TermContext.rda
wordspace/data/ESSLLI08_Nouns.rda
wordspace/data/datalist
wordspace/data/RG65.rda
wordspace/data/DSM_VerbNounTriples_BNC.rda
wordspace/data/SemCorWSD.rda
wordspace/data/DSM_TermTerm.rda
wordspace/data/DSM_GoodsMatrix.rda
wordspace/data/DSM_SingularValues.rda
wordspace/data/DSM_TermContextMatrix.rda
wordspace/R
wordspace/R/dsm_score.R
wordspace/R/eval_clustering.R
wordspace/R/dim_dsm.R
wordspace/R/print_dsm.R
wordspace/R/eval_multiple_choice.R
wordspace/R/read_delim_raw.R
wordspace/R/context_vectors.R
wordspace/R/dsm_projection.R
wordspace/R/read_dsm_triplet.R
wordspace/R/read_dsm_ucs.R
wordspace/R/plot_dist_matrix.R
wordspace/R/head_dsm.R
wordspace/R/nearest_neighbours.R
wordspace/R/match_split.R
wordspace/R/rowNorms.R
wordspace/R/normalize_rows.R
wordspace/R/pair_distances.R
wordspace/R/dsm_canonical_matrix.R
wordspace/R/check_dsm.R
wordspace/R/RcppExports.R
wordspace/R/head_dist_matrix.R
wordspace/R/wordspace_openmp.R
wordspace/R/dist_matrix.R
wordspace/R/as_dsm.R
wordspace/R/as_dsm_tm.R
wordspace/R/convert_lemma.R
wordspace/R/scale_margins.R
wordspace/R/eval_similarity_correlation.R
wordspace/R/subset_dsm.R
wordspace/R/rsvd.R
wordspace/R/bind_merge_dsm.R
wordspace/R/t_dsm.R
wordspace/R/dsm.R
wordspace/R/zzz.R
wordspace/R/bind_merge_utils.R
wordspace/vignettes
wordspace/vignettes/wordspace-intro.Rmd
wordspace/MD5
wordspace/build
wordspace/build/vignette.rds
wordspace/DESCRIPTION
wordspace/man
wordspace/man/wordspace_openmp.Rd
wordspace/man/check_dsm.Rd
wordspace/man/convert_lemma.Rd
wordspace/man/eval_clustering.Rd
wordspace/man/dsm_projection.Rd
wordspace/man/pair_distances.Rd
wordspace/man/dist_matrix.Rd
wordspace/man/DSM_Vectors.Rd
wordspace/man/dsm_score.Rd
wordspace/man/ESSLLI08_Nouns.Rd
wordspace/man/dsm.Rd
wordspace/man/rowNorms.Rd
wordspace/man/DSM_TermTermMatrix.Rd
wordspace/man/as_dsm.Rd
wordspace/man/context_vectors.Rd
wordspace/man/merge_dsm.Rd
wordspace/man/SemCorWSD.Rd
wordspace/man/subset_dsm.Rd
wordspace/man/wordspace-package.Rd
wordspace/man/as_dsm_tm.Rd
wordspace/man/scale_margins.Rd
wordspace/man/eval_similarity_correlation.Rd
wordspace/man/DSM_HieroglyphsMatrix.Rd
wordspace/man/print_dsm.Rd
wordspace/man/match_split.Rd
wordspace/man/rbind_dsm.Rd
wordspace/man/t_dsm.Rd
wordspace/man/nearest_neighbours.Rd
wordspace/man/rsvd.Rd
wordspace/man/normalize_rows.Rd
wordspace/man/dim_dsm.Rd
wordspace/man/DSM_VerbNounTriples_BNC.Rd
wordspace/man/plot_similarity_correlation.Rd
wordspace/man/RG65.Rd
wordspace/man/plot_dist_matrix.Rd
wordspace/man/DSM_SingularValues.Rd
wordspace/man/eval_multiple_choice.Rd
wordspace/man/DSM_TermContextMatrix.Rd
wordspace/man/dsm_canonical_matrix.Rd
wordspace/man/head_dsm.Rd
wordspace/man/WordSim353.Rd
wordspace/man/head_dist_matrix.Rd
wordspace/man/DSM_GoodsMatrix.Rd
wordspace/man/read_dsm_triplet.Rd
wordspace/man/read_dsm_ucs.Rd