@article{carftboostingllmreasoningviacontrastivel, title = {CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning}, author = {Wenqiao Zhu and Ji Liu and Rongjuncheng Zhang and Haipang Wu and Yulun Zhang}, year = {2025}, eprint = {2508.15868}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.15868}, }