Evaluation and Analysis of the NLP Model Zoo for Ukrainian Text Classification

Author:

Panchenko DmytroORCID,Maksymenko DaniilORCID,Turuta OlenaORCID,Yerokhin AndriyORCID,Daniiel YanaORCID,Turuta OleksiiORCID

Publisher

Springer International Publishing

Reference39 articles.

1. Panchenko D., Maksymenko, D., Turuta, O., Luzan, M., Tytarenko, S., Turuta, O.: Ukrainian news corpus as text classification benchmark. In: Proceedings of the 17th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. Volume II: Workshops, pp. 717–726

2. https://www.kaggle.com/c/ukrainian-news-classification/

3. Vaswani, A., et al.: Attention is all you need. In: Proceedings of the 31st International Conference on Neural Information Processing Systems (NIPS 2017), pp. 6000–6010. Curran Associates Inc., Red Hook (2017)

4. Devlin, J., Chang, M.-W., Lee, K., Toutanova, K.: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019)

5. Lewis, M., et al.: BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. CoRR, abs/1910.13461 (2019)

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