@article{mechanisticinterpretabilityfortransforme, title = {Mechanistic Interpretability for Transformer-based Time Series Classification}, author = {Matīss Kalnāre and Sofoklis Kitharidis and Thomas Bäck and Niki van Stein}, year = {2025}, eprint = {2511.21514}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.21514}, }