Web: http://arxiv.org/abs/2206.07427

June 16, 2022, 1:12 a.m. | Mikhail Lepekhin, Serge Sharoff

cs.CL updates on arXiv.org arxiv.org

Genre identification is a subclass of non-topical text classification. The
main difference between this task and topical classification is that genres,
unlike topics, usually do not correspond to simple keywords, and thus they need
to be defined in terms of their functions in communication. Neural models based
on pre-trained transformers, such as BERT or XLM-RoBERTa, demonstrate SOTA
results in many NLP tasks, including non-topical classification. However, in
many cases, their downstream application to very large corpora, such as those
extracted …

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