Package: transforEmotion
Title: Sentiment Analysis for Text and Qualitative Data
Version: 0.1.1
Date: 2022-05-11
Authors@R: c(person("Alexander", "Christensen", email = "alexpaulchristensen@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-9798-7037")),
	     person("Hudson", "Golino", email = "hfg9s@virginia.edu", role = "aut", comment = c(ORCID = "0000-0002-1601-1447")))
Maintainer: Alexander Christensen <alexpaulchristensen@gmail.com>
Description: Implements sentiment analysis using huggingface <https://huggingface.co> transformer zero-shot classification model pipelines. The default pipeline is Cross-Encoder's DistilRoBERTa <https://huggingface.co/cross-encoder/nli-distilroberta-base> trained on the Stanford Natural Language Inference <https://nlp.stanford.edu/projects/snli/> and Multi-Genre Natural Language Inference <https://huggingface.co/datasets/multi_nli> datasets. Using similar models, zero-shot classification transformers have demonstrated superior performance relative to other natural language processing models <arXiv:1909.00161>. All other zero-shot classification model pipelines can be implemented using their model name from <https://huggingface.co/models?pipeline_tag=zero-shot-classification>}.
Depends: R (>= 3.5.0)
License: GPL (>= 3.0)
Encoding: UTF-8
Imports: reticulate, pbapply, osfr, LSAfun, dplyr, remotes
Suggests: markdown, knitr, rmarkdown, rstudioapi
VignetteBuilder: knitr
RoxygenNote: 7.1.2
NeedsCompilation: no
Packaged: 2022-05-11 11:59:32 UTC; chria12
Author: Alexander Christensen [aut, cre]
    (<https://orcid.org/0000-0002-9798-7037>),
  Hudson Golino [aut] (<https://orcid.org/0000-0002-1601-1447>)
Repository: CRAN
Date/Publication: 2022-05-11 12:30:02 UTC
Built: R 4.2.0; ; 2022-05-12 02:30:02 UTC; unix
