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Aug 2026
Towards general auditory intelligence for machine listening and speaking
Siyin Wang, Zengrui Jin, Changli Tang et al.
· Nature Machine Intelligence · 0 citations
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#artificial intelligence
May 2026
FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations
This work introduces Few-Shot Aware GRPO (FSA-GRPO), an RL-based post-training recipe that uses a specially designed reward to encourage the model to leverage few-shot demonstrations, thereby strengthening its few-shot adaptation ability.
Haolong Zheng, Siyin Wang, Xulin Fan et al.
· arXiv.org · 1 citation