Fine-Tuning or In-Context Learning? Understanding Their Trade-offs in Misinformation Detection.

@inproceedings{kim-2026-finetuning, author = {Han Kyul Kim and Shriniwas Nayak and Andy Skumanich}, editor = {Edoardo Serra and Francesca Spezzano and Francesco Gullo}, title = {{Fine-Tuning or In-Context Learning? Understanding Their Trade-offs in Misinformation Detection}}, booktitle = {{Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM Companion 2026, Boise Centre, Boise, ID, USA, February 22-26, 2026}}, pages = {58--62}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3779211.3793170}, doi = {https://doi.org/10.1145/3779211.3793170} }