| Name : R-PsychWordVec
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| Version : 0.3.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.7
| Date : 2024-06-14 12:16:09
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| Group : Development/Libraries/Other
| Source RPM : R-PsychWordVec-0.3.0-lp153.1.7.src.rpm
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| Size : 3.85 MB
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| Packager : (none)
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| Summary : Word Embedding Research Framework for Psychological Science
|
Description :
An integrated 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 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
< doi:10.1126/science.aal4230> and the Relative Norm Distance
< doi:10.1073/pnas.1720347115>, with permutation test of significance;
(4) a set of training methods to locally train (static) word vectors
from text corpora, including \'Word2Vec\' < arXiv:1301.3781>, \'GloVe\'
< doi:10.3115/v1/D14-1162>, and \'FastText\' < arXiv:1607.04606> (5) a
group of functions to download \'pre-trained\' language models (e.g.,
\'GPT\', \'BERT\'), extract contextualized (dynamic) word vectors (based on
the R package \'text\'), and perform language analysis tasks (e.g., fill
in the blank masks).
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
