Papers by Mikhail Lepekhin
Estimating Confidence of Predictions of Individual Classifiers and TheirEnsembles for the Genre Classification Task (2022.lrec-1)
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| Challenge: | Genre identification is a kind of non-topic text classification. genre is defined as a functional space. |
| Approach: | They propose to use SOTA to identify genres in non-topic texts . genres are functional and cannot be expressed just by some keywords . |
| Outcome: | The proposed models show that they perform better than their individual models in large datasets. |