most citedMulti-task Federated Learning with Encoder-Decoder Structure: Enabling Collaborative Learning Across Different Tasks

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cs.AI2026

Make LLM Learn to Synthesize from Streaming Experiences through Feedback

Zhenlin Hu, Yan Wang, Zhen Bi +7

Large language models (LLMs) have been widely adopted for synthetic data generation, significantly reducing annotation costs. However, most existing studies treat synthesis as a se…