@article{enhancingllmsreasoningintensivemultimedi, title = {Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning}, author = {Jinzheng Li and Sibo Ju and Yanzhou Su and Hongguang Li and Yiqing Shen}, year = {2025}, eprint = {2505.18831}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18831v1}, }