@inproceedings{nok-barone-2026-improving, title = "Improving {LLM} Code Reasoning via Semantic Equivalence Self-Play with Formal Verification", author = "Nok, Poon Tsz and Barone, Antonio Valerio Miceli", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1615/", pages = "32273--32292", ISBN = "979-8-89176-395-1" }