Package: FMAT 2024.7
FMAT: The Fill-Mask Association Test
The Fill-Mask Association Test ('FMAT') <doi:10.1037/pspa0000396> is an integrative and probability-based method using Masked Language Models to measure conceptual associations (e.g., attitudes, biases, stereotypes, social norms, cultural values) as propositions in natural language. Supported language models include 'BERT' <doi:10.48550/arXiv.1810.04805> and its variants available at 'Hugging Face' <https://huggingface.co/models?pipeline_tag=fill-mask>. Methodological references and installation guidance are provided at <https://psychbruce.github.io/FMAT/>.
Authors:
FMAT_2024.7.tar.gz
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FMAT.pdf |FMAT.html✨
FMAT/json (API)
NEWS
| # Install 'FMAT' in R: |
| install.packages('FMAT', repos = c('https://psychbruce.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/psychbruce/fmat/issues
Pkgdown site:https://psychbruce.github.io
aiartificial-intelligencebertbert-modelbert-modelscontextualized-representationfill-in-the-blankfill-maskhuggingfacelanguage-modellanguage-modelslarge-language-modelsmasked-language-modelsnatural-language-processingnatural-language-understandingnlppretrained-modelstransformertransformers
Last updated 4 months agofrom:5f1ca25cd4. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 28 2025 |
| R-4.5-win | OK | Jan 28 2025 |
| R-4.5-mac | OK | Jan 28 2025 |
| R-4.5-linux | OK | Jan 28 2025 |
| R-4.4-win | OK | Jan 28 2025 |
| R-4.4-mac | OK | Jan 28 2025 |
| R-4.3-win | OK | Jan 28 2025 |
| R-4.3-mac | OK | Jan 28 2025 |
Exports:.BERT_downloadBERT_infoBERT_vocabFMAT_loadFMAT_queryFMAT_query_bindFMAT_runICC_modelsLPR_reliability
Dependencies:clicpp11crayondata.tabledplyrfansiforcatsgenericsglueGPArotationhereirrjsonlitelatticelifecyclelpSolvemagrittrMatrixmnormtnlmepillarpkgconfigplyrpngpsychpurrrR6rappdirsRcppRcppTOMLreticulaterlangrprojrootstringistringrtibbletidyrtidyselectutf8vctrswithr
