Misinformation Detection in Multilingual Social Media Texts Using LLM-Based Translation Augmentation and DeBERTa Fine-Tuning.

@inproceedings{trivedi-2025-misinformation, author = {Avinash Trivedi and Chindukuri Mallikarjuna}, editor = {Kripabandhu Ghosh and Thomas Mandl and Sukomal Pal and Srijoni Majumdar and Anirban Chakraborty}, title = {{Misinformation Detection in Multilingual Social Media Texts Using LLM-Based Translation Augmentation and DeBERTa Fine-Tuning}}, booktitle = {{Working Notes of FIRE 2025 - Forum for Information Retrieval Evaluation, co-located with 17th Forum for Information Retrieval Evaluation (FIRE), Varanasi, India, December 17-20, 2025}}, series = {CEUR Workshop Proceedings}, volume = {4173}, pages = {26--31}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4173/T1-3.pdf} }