@article{notallthoughtsaregeneratedequal, title = {Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning}, author = {Yansong Ning and Wei Li and Jun Fang and Naiqiang Tan and Hao liu}, year = {2025}, eprint = {2505.11827}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.11827v1}, }