@article{reasoningcvfinetuningpowerfulreasoning, title = {Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification}, author = {Zhi Zheng and Wee Sun Lee}, year = {2025}, eprint = {2505.12348}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.12348v1}, }