<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Word Embedding Research Framework for Psychological Science</dc:title>
  <dc:title>R package PsychWordVec version 2025.11</dc:title>
  <dc:description>
    An integrative toolbox of word embedding research that provides:
    (1) a collection of 'pre-trained' static word vectors in the '.RData'
    compressed format &lt;https://psychbruce.github.io/WordVector_RData.pdf&gt;;
    (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 &lt;doi:10.1126/science.aal4230&gt;
    and the Relative Norm Distance &lt;doi:10.1073/pnas.1720347115&gt;,
    with permutation test of significance; and
    (4) a set of training methods to locally train (static) word vectors
    from text corpora, including 'Word2Vec' &lt;doi:10.48550/arXiv.1301.3781&gt;,
    'GloVe' &lt;doi:10.3115/v1/D14-1162&gt;, and 'FastText' &lt;doi:10.48550/arXiv.1607.04606&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: bruceR, dplyr, stringr, data.table, purrr, vroom, cli,
ggplot2, ggrepel, corrplot, psych, Rtsne, rgl, qgraph</dc:relation>
  <dc:relation>Suggests: text, text2vec, word2vec, rsparse, fastTextR, wordsalad,
sweater, glue</dc:relation>
  <dc:creator>Han Wu Shuang Bao &lt;baohws@foxmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Han Wu Shuang Bao [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0003-3043-710X&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-11-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=PsychWordVec</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.PsychWordVec</dc:identifier>
</oai_dc:dc>
