Distributional Semantic Models in R

as_distmat | Mark an arbitrary matrix as a pre-computed 'dist.matrix'... |

as_dsm | Create DSM Object From Various R Data Structures (wordspace) |

as_dsm_tm | Create DSM Object From 'tm' Package (wordspace) |

as_matrix_dsm | Extract Matrix from DSM Object (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) |

dimnames_dsm | Dimnames 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_matrix | Load DSM Matrix from File (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) |

signcount | Efficiently Count Positive, Negative and Zero Values... |

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) |

write_dsm_matrix | Export DSM Matrix to File (wordspace) |

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