@article{causaltonguetiellmscanencodecausaldirect, title = {Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express}, author = {Ziyi Ding and Xiao-Ping Zhang}, year = {2026}, eprint = {2605.25891}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25891}, }