@article{debateonlywhennecessaryadaptive, title = {Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning}, author = {Sugyeong Eo and Hyeonseok Moon and Evelyn Hayoon Zi and Chanjun Park and Heuiseok Lim}, year = {2025}, eprint = {2504.05047}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.05047v2}, }