FMAT

FMAT-package

<img src="figures/logo.png?package=FMAT&version=2025.8" style="float: right" alt="logo" width="120">
The Fill-Mask Association Test ('FMAT') tools:::Rd_expr_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' tools:::Rd_expr_doi("10.48550/arXiv.1810.04805") and its variants available at 'Hugging Face' <a href="https://huggingface.co/models?pipeline_tag=fill-mask">https://huggingface.co/models?pipeline_tag=fill-mask</a>. Methodological references and installation guidance are provided at <a href="https://psychbruce.github.io/FMAT/">https://psychbruce.github.io/FMAT/</a>.

internal

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/>.

Han-Wu-Shuang Bao

The Fill-Mask Association Test

FMAT-package function

Maintainer: Han Wu Shuang Bao <a href="/link/baohws%40foxmail.com?package=FMAT&version=2025.8" data-mini-rdoc="FMAT::baohws@foxmail.com">baohws@foxmail.com</a> (<a href="https://orcid.org/0000-0003-3043-710X">ORCID</a>)

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
The Fill-Mask Association Test ('FMAT') tools:::Rd_expr_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' tools:::Rd_expr_doi("10.48550/arXiv.1810.04805") and its variants available at 'Hugging Face' <a href='https://huggingface.co/models?pipeline_tag=fill-mask'>https://huggingface.co/models?pipeline_tag=fill-mask</a>. Methodological references and installation guidance are provided at <a href='https://psychbruce.github.io/FMAT/'>https://psychbruce.github.io/FMAT/</a>.

FMAT: The Fill-Mask Association Test — FMAT-package

Maintainer: Han Wu Shuang Bao <a href='mailto:baohws@foxmail.com'>baohws@foxmail.com</a> (<a href='https://orcid.org/0000-0003-3043-710X'>ORCID</a>)

FMAT-package: FMAT: The Fill-Mask Association Test

Description

Arguments

Author

See Also