Distributional Semantic Models in R
Mark an arbitrary matrix as a pre-computed dist.matrix object (words...
Create DSM Object From Various R Data Structures (wordspace)
Create DSM Object From tm Package (wordspace)
Extract Matrix from DSM Object (wordspace)
Validate Internal Structure of DSM Object (wordspace)
Compute Bag-of-Words Context Vectors (wordspace)
Transform CWB/Penn-Style Lemmas into Other Notation Formats (wordspace...
Dimensions of a DSM Object (wordspace)
Dimnames of a DSM Object (wordspace)
Distances/Similarities between Row or Column Vectors (wordspace)
Create DSM Object Representing a Distributional Semantic Model (wordsp...
Canonical Formats for a DSM Co-occurrence Matrix (wordspace)
Reduce Dimensionality of DSM by Subspace Projection (wordspace)
Weighting, Scaling and Normalisation of Co-occurrence Matrix (wordspac...
Evaluate DSM on Clustering Task (wordspace)
Evaluate DSM on Multiple Choice Task (wordspace)
Evaluate DSM on Correlation with Similarity Ratings (wordspace)
Return the Top Left Corner of a Distance Matrix (wordspace)
Return the Top Left Corner of a DSM Matrix (wordspace)
Find Parallel Matches for Values in Groups (wordspace)
Merge Rows or Columns from Different DSM Objects (wordspace)
Find Nearest Neighbours in DSM Space (wordspace)
Normalize Rows or Columns of Matrix to Unit Length (wordspace)
Semantic Distances Between Word Pairs (wordspace)
Plotting Distance Matrices (wordspace)
Printing and Plotting Similarity Correlation Evaluation Results (words...
Print Information About DSM Object (wordspace)
Combine DSM Objects by Rows and Columns (wordspace)
Load DSM Matrix from File (wordspace)
Load DSM Data from Triplet Representation (wordspace)
Load Raw DSM Data from Disk Files in UCS Export Format (wordspace)
Compute Norms of Row and Column Vectors of a Matrix (wordspace)
Randomized Singular Value Decomposition (wordspace)
Scale Rows and/or Columns of a Matrix (wordspace)
Efficiently Count Positive, Negative and Zero Values (wordspace)
Subsetting Distributional Semantic Models (wordspace)
Swap the Rows and Columns of a DSM Object (wordspace)
Distributional Semantic Models in R (wordspace)
Control multi-core processing in wordspace functions (wordspace)
Export DSM Matrix to File (wordspace)
An interactive laboratory for research on distributional semantic models ('DSM', see <https://en.wikipedia.org/wiki/Distributional_semantics> for more information).