@inproceedings{creanga-etal-2025-team,
title = "Team {U}nibuc - {NLP} at {G}en{AI} Detection Task 1: Qwen it detect machine-generated text?",
author = "Creanga, Claudiu and
Marchitan, Teodor-George and
Dinu, Liviu P.",
editor = "Alam, Firoj and
Nakov, Preslav and
Habash, Nizar and
Gurevych, Iryna and
Chowdhury, Shammur and
Shelmanov, Artem and
Wang, Yuxia and
Artemova, Ekaterina and
Kutlu, Mucahid and
Mikros, George",
booktitle = "Proceedings of the 1stWorkshop on GenAI Content Detection (GenAIDetect)",
month = jan,
year = "2025",
address = "Abu Dhabi, UAE",
publisher = "International Conference on Computational Linguistics",
url = "https://aclanthology.org/2025.genaidetect-1.16/",
pages = "173--177",
abstract = "We explored both masked language models and causal models. For Subtask A, our best model achieved first-place out of 36 teams when looking at F1 Micro (Auxiliary Score) of 0.8333, and second-place when looking at F1 Macro (Main Score) of 0.8301. For causal models, our best model was a fine-tuned version of Qwen and for masked models, our best model was a fine-tuned version of XLM-Roberta-Base."
}
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%0 Conference Proceedings
%T Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text?
%A Creanga, Claudiu
%A Marchitan, Teodor-George
%A Dinu, Liviu P.
%Y Alam, Firoj
%Y Nakov, Preslav
%Y Habash, Nizar
%Y Gurevych, Iryna
%Y Chowdhury, Shammur
%Y Shelmanov, Artem
%Y Wang, Yuxia
%Y Artemova, Ekaterina
%Y Kutlu, Mucahid
%Y Mikros, George
%S Proceedings of the 1stWorkshop on GenAI Content Detection (GenAIDetect)
%D 2025
%8 January
%I International Conference on Computational Linguistics
%C Abu Dhabi, UAE
%F creanga-etal-2025-team
%X We explored both masked language models and causal models. For Subtask A, our best model achieved first-place out of 36 teams when looking at F1 Micro (Auxiliary Score) of 0.8333, and second-place when looking at F1 Macro (Main Score) of 0.8301. For causal models, our best model was a fine-tuned version of Qwen and for masked models, our best model was a fine-tuned version of XLM-Roberta-Base.
%U https://aclanthology.org/2025.genaidetect-1.16/
%P 173-177
Markdown (Informal)
[Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text?](https://aclanthology.org/2025.genaidetect-1.16/) (Creanga et al., GenAIDetect 2025)
ACL