AKCIT-FN at CheckThat! 2025: Switching Fine-Tuned SLMs and LLM Prompting for Multilingual Claim Normalization.

@inproceedings{almada-2025-akcitfn, author = {Fabrycio Leite Nakano Almada and Kauan Divino Pouso Mariano and Maykon Adriell Dutra and Victor Emanuel da Silva Monteiro and Juliana Resplande Sant'Anna Gomes and Arlindo Rodrigues Galv\~{a}o Filho and Anderson da Silva Soares}, editor = {Guglielmo Faggioli and Nicola Ferro and Paolo Rosso and Damiano Spina}, title = {{AKCIT-FN at CheckThat! 2025: Switching Fine-Tuned SLMs and LLM Prompting for Multilingual Claim Normalization}}, 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 = {1024--1038}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4038/paper_79.pdf} }