@inproceedings{jiang-etal-2026-immediate, title = "Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning", author = "Jiang, Sihang and Lu, Zhiyu and Wang, Keyi and Liang, Jiaqing and Xiao, Yanghua and Meng, Xiaojun and Wei, Jiansheng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/check-for-anonymous-pdfs/2026.acl-long.808/", pages = "17766--17799", ISBN = "979-8-89176-390-6" }