Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering

14 March 2025

Papers citing "Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering"

3 / 3 papers shown

Title
EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning Zhenghao Xing Xiaowei Hu Chi-Wing Fu W. Wang Jifeng Dai Pheng-Ann Heng MLLM OffRL VLM LRM 38 0 0 07 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu C. L. P. Chen J. Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 53 0 0 30 Apr 2025
SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Cheng Wen Tingwei Guo Shuaijiang Zhao Wei Zou Xiangang Li OffRL AuLLM LRM 45 1 0 22 Apr 2025