@article{positionalencodingintransformerbasedtime, title = {Positional Encoding in Transformer-Based Time Series Models: A Survey}, author = {Habib Irani and Vangelis Metsis}, year = {2025}, eprint = {2502.12370}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.12370v1}, }