grafzahl

Supervised Machine Learning for Textual Data Using Transformers and 'Quanteda'

CRAN Package

Duct tape the 'quanteda' ecosystem (Benoit et al., 2018) doi:10.21105/joss.00774 to modern Transformer-based text classification models (Wolf et al., 2020) doi: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: doi:10.5117/CCR2023.1.003.CHAN.


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