Package: conflibertR
Title: Inference and Fine-Tuning with 'ConfliBERT' Conflict Text Models
Version: 0.5.3
Authors@R: person("Shreyas", "Meher", email = "shreyasmeher@gmail.com",
    role = c("aut", "cre"), comment = c(ORCID = "0000-0002-9656-4374"))
Description: An interface to 'ConfliBERT', a pretrained language model
        for analyzing text about conflict and political violence (Hu et
        al. (2022) <doi:10.18653/v1/2022.naacl-main.400>). Provides
        functions for named entity recognition, binary and multilabel
        classification, and question answering, plus tools to fine-tune
        custom classifiers, compare several base model architectures,
        and run an interactive active-learning loop for efficiently
        labeling new data. Models are downloaded from 'Hugging Face'
        and run through the 'transformers' library for 'Python' via the
        'reticulate' package.
License: MIT + file LICENSE
URL: https://github.com/shreyasmeher/conflibertR
BugReports: https://github.com/shreyasmeher/conflibertR/issues
Encoding: UTF-8
Language: en
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
SystemRequirements: Python (>= 3.8); the Python modules 'torch',
        'transformers' (>= 4.40), 'accelerate', 'peft', 'scikit-learn'
        and 'numpy', installable via conflibert_install()
Imports: cli, reticulate (>= 1.34), tibble
Suggests: ggplot2, knitr, miniUI, rmarkdown, rstudioapi, shiny,
        testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/pak/sysreqs: libpng-dev python3
Repository: https://shreyasmeher.r-universe.dev
Date/Publication: 2026-07-03 06:08:33 UTC
RemoteUrl: https://github.com/shreyasmeher/conflibertr
RemoteRef: HEAD
RemoteSha: 8bc8707d913e6d8112a382e4ba1c078718f2aa6b
NeedsCompilation: no
Packaged: 2026-07-11 08:06:06 UTC; root
Author: Shreyas Meher [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-9656-4374>)
Maintainer: Shreyas Meher <shreyasmeher@gmail.com>