2026
OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models
AAAI 2026technical
Continual instruction tuning (CIT) has emerged as a promising strategy for adapting large language models (LLMs) to new tasks while preserving historical knowledge. Most existing CIT methods have focused on offline CIT (offCIT), which assumes clearly defined task boundaries and allows multiple passe