CAMR: Compatibility-Aware Memory Replay for Continual Learning in Large Language Models
arXiv:2610.36734v1 Announce Type: new Abstract: Continual learning requires large language models to acquire new knowledge and capabilities while retaining what they have learned. Fine-tuning and replay support acquisition and retention, but deciding whether incoming examples need supervision and w…
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- 2026-10-28 04:00 · arXiv cs.CL
CAMR: Compatibility-Aware Memory Replay for Continual Learning in Large Language Models