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CITATION.cff
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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: chainsawtiney@gmail.com
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: chainsawtiney@gmail.com
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: chainsawtiney@gmail.com
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: xie@yihui.name
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: jj@posit.co
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
- family-names: Dervieux
given-names: Christophe
email: cderv@posit.co
orcid: https://orcid.org/0000-0003-4474-2498
- family-names: McPherson
given-names: Jonathan
email: jonathan@posit.co
- family-names: Luraschi
given-names: Javier
- family-names: Ushey
given-names: Kevin
email: kevin@posit.co
- family-names: Atkins
given-names: Aron
email: aron@posit.co
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Cheng
given-names: Joe
email: joe@posit.co
- family-names: Chang
given-names: Winston
email: winston@posit.co
- family-names: Iannone
given-names: Richard
email: rich@posit.co
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: hadley@posit.co
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: lionel@posit.co
- family-names: Müller
given-names: Kirill
email: krlmlr+r@mailbox.org
- family-names: Ushey
given-names: Kevin
email: kevinushey@gmail.com
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- 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: jeroenooms@gmail.com
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: emilhhvitfeldt@gmail.com
orcid: https://orcid.org/0000-0002-0679-1945
- family-names: Pedersen
given-names: Thomas Lin
email: thomasp85@gmail.com
orcid: https://orcid.org/0000-0002-5147-4711
- family-names: Benesty
given-names: Michaël
email: michael@benesty.fr
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: kbenoit@lse.ac.uk
orcid: https://orcid.org/0000-0002-0797-564X
- family-names: Watanabe
given-names: Kohei
email: watanabe.kohei@gmail.com
orcid: https://orcid.org/0000-0001-6519-5265
- family-names: Wang
given-names: Haiyan
email: whyinsa@yahoo.com
orcid: https://orcid.org/0000-0003-4992-4311
- family-names: Nulty
given-names: Paul
email: paul.nulty@gmail.com
orcid: https://orcid.org/0000-0002-7214-4666
- family-names: Obeng
given-names: Adam
email: quanteda@binaryeagle.com
orcid: https://orcid.org/0000-0002-2906-4775
- family-names: Müller
given-names: Stefan
email: stefan.mueller@ucd.ie
orcid: https://orcid.org/0000-0002-6315-4125
- family-names: Matsuo
given-names: Akitaka
email: a.matsuo@essex.ac.uk
orcid: https://orcid.org/0000-0002-3323-6330
- family-names: Lowe
given-names: William
email: lowe@hertie-school.org
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: kevin@posit.co
- family-names: Allaire
given-names: JJ
email: jj@posit.co
- family-names: Tang
given-names: Yuan
email: terrytangyuan@gmail.com
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'