DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts

This is a repository for SemEval204-Task8-subtaskC solution from DeepPavlov team. Our solution receives the best MAE score in accordance with the leaderboard (13.38).

Code for augmentation can be found here.

Citation

@inproceedings{voznyuk-konovalov-2024-deeppavlov,
    title = "{D}eep{P}avlov at {S}em{E}val-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts",
    author = "Voznyuk, Anastasia  and
      Konovalov, Vasily",
    booktitle = "Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.semeval-1.257",
    pages = "1821--1829"
}