PsychWordVec: Word Embedding Research Framework for Psychological Science
An integrative toolbox of word embedding research that provides: (1) a collection of 'pre-trained' static word vectors in the '.RData' compressed format <https://psychbruce.github.io/WordVector_RData.pdf>; (2) a group of functions to process, analyze, and visualize word vectors; (3) a range of tests to examine conceptual associations, including the Word Embedding Association Test <doi:10.1126/science.aal4230> and the Relative Norm Distance <doi:10.1073/pnas.1720347115>, with permutation test of significance; and (4) a set of training methods to locally train (static) word vectors from text corpora, including 'Word2Vec' <doi:10.48550/arXiv.1301.3781>, 'GloVe' <doi:10.3115/v1/D14-1162>, and 'FastText' <doi:10.48550/arXiv.1607.04606>.
| Version: | 2025.11 |
| Depends: | R (≥ 4.0.0) |
| Imports: | bruceR,dplyr,stringr,data.table,purrr,vroom,cli,ggplot2,ggrepel,corrplot,psych,Rtsne,rgl,qgraph |
| Suggests: | text,text2vec,word2vec,rsparse,fastTextR,wordsalad,sweater,glue |
| Published: | 2025-11-30 |
| DOI: | 10.32614/CRAN.package.PsychWordVec |
| Author: | Han Wu Shuang Bao [aut, cre] |
| Maintainer: | Han Wu Shuang Bao <baohws at foxmail.com> |
| BugReports: | https://github.com/psychbruce/PsychWordVec/issues |
| License: | GPL-3 |
| URL: | https://psychbruce.github.io/PsychWordVec/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | PsychWordVec results |
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