Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
Lu Ma · Hao Liang · Meiyi Qiang · Lexiang Tang · Xiaochen Ma · Zhen Wong · Junbo Niu · Chengyu Shen · Runming He · Yanhao Li · Wentao Zhang · Bin CUI
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Lu Ma · Hao Liang · Meiyi Qiang · Lexiang Tang · Xiaochen Ma · Zhen Wong · Junbo Niu · Chengyu Shen · Runming He · Yanhao Li · Wentao Zhang · Bin CUI
Hengyi Feng · Zeang Sheng · Meiyi Qiang · YANG LI · Wentao Zhang
Despite the remarkable success of multimodal large language models (MLLMs) in generative tasks, we observe that they exhibit a counterintuitive deficiency in the zero-shot multimodal retrieval task. In this work, we investigate the underlying mechanisms that hinder MLLMs from being effective retr...
Chengyu Shen · Zhen Hao Wong · Runming He · Hao Liang · Meiyi Qiang · Zimo Meng · Zhengyang Zhao · Bohan Zeng · Zhengzhou Zhu · Bin Cui · Wentao Zhang