CITATION.cff

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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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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'