@inproceedings{chen-etal-2026-superficial, title = "Superficial Reflection or Genuine Thought? A Fine-Grained Cognitive Analysis of Large Reasoning Models", author = "Chen, Yuxiang and Wu, Zuohan and Wang, Ziwei and Yu, Xiangning and Li, Xujia and Yang, Linyi and Yang, Mengyue and Wang, Jun and Chen, Lei", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.229/", pages = "4530--4548", ISBN = "979-8-89176-444-6" }