@article{beyondparameteraggregationsemanticconsen, title = {Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs}, author = {Amr Abourayya and Jens Kleesiek and Michael Kamp}, year = {2026}, eprint = {2605.11857}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11857}, }