@article{reasoningornotacomprehensiveevaluationof, title = {Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization}, author = {Keyan Jin and Yapeng Wang and Leonel Santos and Tao Fang and Xu Yang and Sio Kei Im and Hugo Gonçalo Oliveira}, year = {2025}, eprint = {2507.02145}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.02145}, }