Daryna Dementieva

Orcid: 0000-0003-0929-4140

According to our database1, Daryna Dementieva authored at least 18 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Multiverse: Multilingual Evidence for Fake News Detection.
J. Imaging, 2023

A Benchmark Dataset to Distinguish Human-Written and Machine-Generated Scientific Papers.
Inf., 2023

Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification.
CoRR, 2023

IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models.
CoRR, 2023

Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Detecting Text Formality: A Study of Text Classification Approaches.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

2022
Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models.
CoRR, 2022

Detecting Text Formality: A Study of Text Classification Approaches.
CoRR, 2022

SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

ParaDetox: Detoxification with Parallel Data.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Methods for Detoxification of Texts for the Russian Language.
Multimodal Technol. Interact., 2021

Text Detoxification using Large Pre-trained Neural Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Crowdsourcing of Parallel Corpora: the Case of Style Transfer for Detoxification.
Proceedings of the 2nd Crowd Science Workshop: Trust, 2021

Cross-lingual Evidence Improves Monolingual Fake News Detection.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020
SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Fake News Detection using Multilingual Evidence.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020


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