LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure.

arXiv:2608.13545v2 Announce Type: replace-cross Abstract: Modern language models are trained on heterogeneous web-scale text corpora. Consequently, studying knowledge and skill acquisition is difficult, as prior exposure to related content is hard to character