@article{learningbyanalogyacausalframeworkforcomp, title = {Learning by Analogy: A Causal Framework for Composition Generalization}, author = {Lingjing Kong and Shaoan Xie and Yang Jiao and Yetian Chen and Yanhui Guo and Simone Shao and Yan Gao and Guangyi Chen and Kun Zhang}, year = {2025}, eprint = {2512.10669}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.10669}, }