SVATS at PAN 2025 TextDetox: Can Small Models Outperform Large Ones in Text Detoxification?

Vladislav Kozlovskiy|Sameer Tantry|Alexander Ploskin|Tatyana Matveeva|Sofya Savelyeva


Anthology ID:DBLP:conf/clef/KozlovskiyTPMS25
Volume:Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.
Year:2025
Venue:Conference and Labs of the Evaluation Forum (CLEF)
Publisher:CEUR-WS.org
Pages:3707-3726
URL:https://ceur-ws.org/Vol-4038/paper_294.pdf
DBLP:conf/clef/KozlovskiyTPMS25
BibTeX:
@inproceedings{kozlovskiy-2025-svats, author = {Vladislav Kozlovskiy and Sameer Tantry and Alexander Ploskin and Tatyana Matveeva and Sofya Savelyeva}, editor = {Guglielmo Faggioli and Nicola Ferro and Paolo Rosso and Damiano Spina}, title = {{SVATS at PAN 2025 TextDetox: Can Small Models Outperform Large Ones in Text Detoxification?}}, booktitle = {{Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025}}, series = {CEUR Workshop Proceedings}, volume = {4038}, pages = {3707--3726}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4038/paper_294.pdf} }