@article{biasdynamicsinbabylmstowardsacomputeeffi, title = {Bias Dynamics in BabyLMs: Towards a Compute-Efficient Sandbox for Democratising Pre-Training Debiasing}, author = {Filip Trhlik and Andrew Caines and Paula Buttery}, year = {2026}, eprint = {2601.09421}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.09421}, }