@article{mitigatingthinkanswermismatchinllmreason, title = {Mitigating Think-Answer Mismatch in LLM Reasoning Through Noise-Aware Advantage Reweighting}, author = {Si Shen and Peijun Shen and Wenhua Zhao and Danhao Zhu}, year = {2025}, eprint = {2508.05928}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05928}, }