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Daria Pylypenko

Organizational unit Multilinguality and Language Technology
Contact

Address (Saarbrücken)

Publications

Measuring Spurious Correlation in Classification: ``Clever Hans'' in Translationese

Angana Borah; Daria Pylypenko; Cristina España-Bonet; Josef van Genabith

In: Ruslan Mitkov; Galia Angelova (Hrsg.). Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing. International Conference on Recent Advances in Natural Language Processing (RANLP-2023), Varna, Bulgaria, Pages 196-206, INCOMA Ltd., Shoumen, Bulgaria, 2023.

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Explaining Translationese: why are Neural Classifiers Better and what do they Learn?

Kwabena Amponsah-Kaakyire; Daria Pylypenko; Josef van Genabith; Cristina España-Bonet

In: Proceedings of the fifth BlackBoxNLP Workshop. Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP-2022), Abu Dhabi, UAE (hybrid), Pages 281-296, Association for Computational Linguistics, 2022.

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Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification

Daria Pylypenko; Kwabena Amponsah-Kaakyire; Koel Dutta Chowdhury; Josef van Genabith; Cristina España-Bonet

In: Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing (EMNLP-2021), November 7-11, Dominican Republic, Pages 8596-8611, ACL, 11/2021.

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