@article{thelabelhorizonparadoxrethinkingsupervis, title = {The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting}, author = {Chen-Hui Song and Shuoling Liu and Liyuan Chen}, year = {2026}, eprint = {2602.03395}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.03395}, }