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# -------------------------------------------- | ||
# CITATION file created with {cffr} R package | ||
# See also: https://docs.ropensci.org/cffr/ | ||
# -------------------------------------------- | ||
|
||
cff-version: 1.2.0 | ||
message: 'To cite package "grafzahl" in publications use:' | ||
type: software | ||
license: GPL-3.0-or-later | ||
title: 'grafzahl: Supervised Machine Learning for Textual Data Using Transformers | ||
and ''Quanteda''' | ||
version: 0.0.11 | ||
doi: 10.5117/CCR2023.1.003.CHAN | ||
identifiers: | ||
- type: doi | ||
value: 10.32614/CRAN.package.grafzahl | ||
abstract: 'Duct tape the ''quanteda'' ecosystem (Benoit et al., 2018) <https://doi.org/10.21105/joss.00774> | ||
to modern Transformer-based text classification models (Wolf et al., 2020) <https://doi.org/10.18653/v1/2020.emnlp-demos.6>, | ||
in order to facilitate supervised machine learning for textual data. This package | ||
mimics the behaviors of ''quanteda.textmodels'' and provides a function to setup | ||
the ''Python'' environment to use the pretrained models from ''Hugging Face'' <https://huggingface.co/>. | ||
More information: <https://doi.org/10.5117/CCR2023.1.003.CHAN>.' | ||
authors: | ||
- family-names: Chan | ||
given-names: Chung-hong | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-6232-7530 | ||
preferred-citation: | ||
type: article | ||
title: 'grafzahl: fine-tuning Transformers for text data from within R.' | ||
authors: | ||
- family-names: Chan | ||
given-names: Chung-hong | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-6232-7530 | ||
journal: Computational Communication Research | ||
doi: 10.5117/CCR2023.1.003.CHAN | ||
volume: '5' | ||
issue: '1' | ||
year: '2023' | ||
start: 76-84 | ||
repository: https://CRAN.R-project.org/package=grafzahl | ||
repository-code: https://github.com/gesistsa/grafzahl | ||
url: https://gesistsa.github.io/grafzahl/ | ||
contact: | ||
- family-names: Chan | ||
given-names: Chung-hong | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-6232-7530 | ||
references: | ||
- type: software | ||
title: knitr | ||
abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R' | ||
notes: Suggests | ||
url: https://yihui.org/knitr/ | ||
repository: https://CRAN.R-project.org/package=knitr | ||
authors: | ||
- family-names: Xie | ||
given-names: Yihui | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0003-0645-5666 | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.knitr | ||
- type: software | ||
title: rmarkdown | ||
abstract: 'rmarkdown: Dynamic Documents for R' | ||
notes: Suggests | ||
url: https://pkgs.rstudio.com/rmarkdown/ | ||
repository: https://CRAN.R-project.org/package=rmarkdown | ||
authors: | ||
- family-names: Allaire | ||
given-names: JJ | ||
email: [email protected] | ||
- family-names: Xie | ||
given-names: Yihui | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0003-0645-5666 | ||
- family-names: Dervieux | ||
given-names: Christophe | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0003-4474-2498 | ||
- family-names: McPherson | ||
given-names: Jonathan | ||
email: [email protected] | ||
- family-names: Luraschi | ||
given-names: Javier | ||
- family-names: Ushey | ||
given-names: Kevin | ||
email: [email protected] | ||
- family-names: Atkins | ||
given-names: Aron | ||
email: [email protected] | ||
- family-names: Wickham | ||
given-names: Hadley | ||
email: [email protected] | ||
- family-names: Cheng | ||
given-names: Joe | ||
email: [email protected] | ||
- family-names: Chang | ||
given-names: Winston | ||
email: [email protected] | ||
- family-names: Iannone | ||
given-names: Richard | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0003-3925-190X | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.rmarkdown | ||
- type: software | ||
title: testthat | ||
abstract: 'testthat: Unit Testing for R' | ||
notes: Suggests | ||
url: https://testthat.r-lib.org | ||
repository: https://CRAN.R-project.org/package=testthat | ||
authors: | ||
- family-names: Wickham | ||
given-names: Hadley | ||
email: [email protected] | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.testthat | ||
version: '>= 3.0.0' | ||
- type: software | ||
title: withr | ||
abstract: 'withr: Run Code ''With'' Temporarily Modified Global State' | ||
notes: Suggests | ||
url: https://withr.r-lib.org | ||
repository: https://CRAN.R-project.org/package=withr | ||
authors: | ||
- family-names: Hester | ||
given-names: Jim | ||
- family-names: Henry | ||
given-names: Lionel | ||
email: [email protected] | ||
- family-names: Müller | ||
given-names: Kirill | ||
email: [email protected] | ||
- family-names: Ushey | ||
given-names: Kevin | ||
email: [email protected] | ||
- family-names: Wickham | ||
given-names: Hadley | ||
email: [email protected] | ||
- family-names: Chang | ||
given-names: Winston | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.withr | ||
- type: software | ||
title: jsonlite | ||
abstract: 'jsonlite: A Simple and Robust JSON Parser and Generator for R' | ||
notes: Imports | ||
url: https://jeroen.r-universe.dev/jsonlite | ||
repository: https://CRAN.R-project.org/package=jsonlite | ||
authors: | ||
- family-names: Ooms | ||
given-names: Jeroen | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-4035-0289 | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.jsonlite | ||
- type: software | ||
title: lime | ||
abstract: 'lime: Local Interpretable Model-Agnostic Explanations' | ||
notes: Imports | ||
url: https://lime.data-imaginist.com | ||
repository: https://CRAN.R-project.org/package=lime | ||
authors: | ||
- family-names: Hvitfeldt | ||
given-names: Emil | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-0679-1945 | ||
- family-names: Pedersen | ||
given-names: Thomas Lin | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-5147-4711 | ||
- family-names: Benesty | ||
given-names: Michaël | ||
email: [email protected] | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.lime | ||
- type: software | ||
title: quanteda | ||
abstract: 'quanteda: Quantitative Analysis of Textual Data' | ||
notes: Imports | ||
url: https://quanteda.io | ||
repository: https://CRAN.R-project.org/package=quanteda | ||
authors: | ||
- family-names: Benoit | ||
given-names: Kenneth | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-0797-564X | ||
- family-names: Watanabe | ||
given-names: Kohei | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0001-6519-5265 | ||
- family-names: Wang | ||
given-names: Haiyan | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0003-4992-4311 | ||
- family-names: Nulty | ||
given-names: Paul | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-7214-4666 | ||
- family-names: Obeng | ||
given-names: Adam | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-2906-4775 | ||
- family-names: Müller | ||
given-names: Stefan | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-6315-4125 | ||
- family-names: Matsuo | ||
given-names: Akitaka | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-3323-6330 | ||
- family-names: Lowe | ||
given-names: William | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0002-1549-6163 | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.quanteda | ||
- type: software | ||
title: reticulate | ||
abstract: 'reticulate: Interface to ''Python''' | ||
notes: Imports | ||
url: https://rstudio.github.io/reticulate/ | ||
repository: https://CRAN.R-project.org/package=reticulate | ||
authors: | ||
- family-names: Ushey | ||
given-names: Kevin | ||
email: [email protected] | ||
- family-names: Allaire | ||
given-names: JJ | ||
email: [email protected] | ||
- family-names: Tang | ||
given-names: Yuan | ||
email: [email protected] | ||
orcid: https://orcid.org/0000-0001-5243-233X | ||
year: '2024' | ||
doi: 10.32614/CRAN.package.reticulate | ||
- type: software | ||
title: utils | ||
abstract: 'R: A Language and Environment for Statistical Computing' | ||
notes: Imports | ||
authors: | ||
- name: R Core Team | ||
institution: | ||
name: R Foundation for Statistical Computing | ||
address: Vienna, Austria | ||
year: '2024' | ||
- type: software | ||
title: stats | ||
abstract: 'R: A Language and Environment for Statistical Computing' | ||
notes: Imports | ||
authors: | ||
- name: R Core Team | ||
institution: | ||
name: R Foundation for Statistical Computing | ||
address: Vienna, Austria | ||
year: '2024' | ||
- type: software | ||
title: 'R: A Language and Environment for Statistical Computing' | ||
notes: Depends | ||
url: https://www.R-project.org/ | ||
authors: | ||
- name: R Core Team | ||
institution: | ||
name: R Foundation for Statistical Computing | ||
address: Vienna, Austria | ||
year: '2024' | ||
version: '>= 3.5' | ||
|
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project: | ||
title: grafzahl | ||
type: default | ||
render: | ||
- methodshub.qmd |
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zip |
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install.packages("grafzahl") |
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