1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CL2022
Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task
Mikhail Lepekhin, Serge Sharoff
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 no…
cs.CL2021★ 1 cited
Experiments with adversarial attacks on text genres
Mikhail Lepekhin, Serge Sharoff
Neural models based on pre-trained transformers, such as BERT or XLM-RoBERTa, demonstrate SOTA results in many NLP tasks, including non-topical classification, such as genre identi…