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PsychWordVec  

Word Embedding Research Framework for Psychological Science
View on CRAN: Click here


Download and install PsychWordVec package within the R console
Install from CRAN:
install.packages("PsychWordVec")

Install from Github:
library("remotes")
install_github("cran/PsychWordVec")

Install by package version:
library("remotes")
install_version("PsychWordVec", "2023.9")



Attach the package and use:
library("PsychWordVec")
Maintained by
Han-Wu-Shuang Bao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-22
Latest Update: 2023-09-27
Description:
An integrative toolbox of word embedding research that provides: (1) a collection of 'pre-trained' static word vectors in the '.RData' compressed format ; (2) a series of functions to process, analyze, and visualize word vectors; (3) a range of tests to examine conceptual associations, including the Word Embedding Association Test and the Relative Norm Distance , with permutation test of significance; (4) a set of training methods to locally train (static) word vectors from text corpora, including 'Word2Vec' , 'GloVe' , and 'FastText' ; (5) a group of functions to download 'pre-trained' language models (e.g., 'GPT', 'BERT') and extract contextualized (dynamic) word vectors (based on the R package 'text').
How to cite:
Han-Wu-Shuang Bao (2022). PsychWordVec: Word Embedding Research Framework for Psychological Science. R package version 2023.9, https://cran.r-project.org/web/packages/PsychWordVec. Accessed 01 Feb. 2025.
Previous versions and publish date:
0.1.0 (2022-08-22 17:20), 0.1.2 (2022-11-03 19:40), 0.2.0 (2022-12-01 05:20), 0.3.0 (2022-12-15 22:30), 0.3.1 (2023-03-03 21:20), 0.3.2 (2023-03-04 17:20), 2023.8 (2023-08-08 11:10)
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Complete documentation for PsychWordVec
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