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).

AuthorStefan Evert [http://www.stefan-evert.de/]
Date of publication2016-08-13 18:12:55
MaintainerStefan Evert <stefan.evert@fau.de>
LicenseGPL-3
Version0.2-0
http://wordspace.r-forge.r-project.org/

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

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