AIBullisharXiv – CS AI · 2d ago6/10
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Joint Flashback Adaptation for Forgetting-Resistant Instruction Tuning
Researchers propose Joint Flashback Adaptation, a novel method to address catastrophic forgetting in large language models during incremental task learning. The approach uses limited prompts from previous tasks combined with latent task interpolation, demonstrating improved performance across 1000+ instruction-following and reasoning tasks without requiring full replay data.