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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 "pangoling" in publications use:'
type: software
license: MIT
title: 'pangoling: Access to Large Language Model Predictions'
version: 1.0.1
doi: 10.5281/zenodo.7637526
identifiers:
- type: doi
  value: 10.32614/CRAN.package.pangoling
abstract: Provides access to word predictability estimates using large language models
  (LLMs) based on 'transformer' architectures via integration with the 'Hugging Face'
  ecosystem. The package interfaces with pre-trained neural networks and supports
  both causal/auto-regressive LLMs (e.g., 'GPT-2'; Radford et al., 2019) and masked/bidirectional
  LLMs (e.g., 'BERT'; Devlin et al., 2019, <https://doi.org/10.48550/arXiv.1810.04805>)
  to compute the probability of words, phrases, or tokens given their linguistic context.
  By enabling a straightforward estimation of word predictability, the package facilitates
  research in psycholinguistics, computational linguistics, and natural language processing
  (NLP).
authors:
- family-names: Nicenboim
  given-names: Bruno
  email: b.nicenboim@tilburguniversity.edu
  orcid: https://orcid.org/0000-0002-5176-3943
preferred-citation:
  type: manual
  title: 'pangoling: Access to large language model predictions in R'
  authors:
  - family-names: Nicenboim
    given-names: Bruno
    email: b.nicenboim@tilburguniversity.edu
    orcid: https://orcid.org/0000-0002-5176-3943
  year: '2025'
  notes: R package version 1.0.1
  doi: 10.5281/zenodo.7637526
  url: https://github.com/ropensci/pangoling
repository: https://ropensci.r-universe.dev
repository-code: https://github.com/ropensci/pangoling
commit: 967d98b74e84407c9e34539d8cecaca0007c318e
url: https://docs.ropensci.org/pangoling/
contact:
- family-names: Nicenboim
  given-names: Bruno
  email: b.nicenboim@tilburguniversity.edu
  orcid: https://orcid.org/0000-0002-5176-3943
references:
- type: generic
  title: 'HuggingFace''s Transformers: State-of-the-art Natural Language Processing'
  authors:
  - family-names: Wolf
    given-names: Thomas
  - family-names: Debut
    given-names: Lysandre
  - family-names: Sanh
    given-names: Victor
  - family-names: Chaumond
    given-names: Julien
  - family-names: Delangue
    given-names: Clement
  - family-names: Moi
    given-names: Anthony
  - family-names: Cistac
    given-names: Pierric
  - family-names: Rault
    given-names: Tim
  - family-names: Louf
    given-names: Rémi
  - family-names: Funtowicz
    given-names: Morgan
  - family-names: Davison
    given-names: Joe
  - family-names: Shleifer
    given-names: Sam
  - family-names: Platen
    given-names: Patrick
    name-particle: von
  - family-names: Ma
    given-names: Clara
  - family-names: Jernite
    given-names: Yacine
  - family-names: Plu
    given-names: Julien
  - family-names: Xu
    given-names: Canwen
  - family-names: Le Scao
    given-names: Teven
  - family-names: Gugger
    given-names: Sylvain
  - family-names: Drame
    given-names: Mariama
  - family-names: Lhoest
    given-names: Quentin
  - family-names: Rush
    given-names: Alexander M.
  year: '2020'
  url: https://arxiv.org/abs/1910.03771