most citedAdvancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning

6 citations · 6 across the 2 of their papers we have counts for

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cs.AI2026

Learning What to Remember and What to Internalize in LLM Self-Evolution via Adaptive Memory-Parameter Coordination

Tianyun Ji, Zhenya Huang, Jiayu Liu +3

Large language model agents increasingly operate in dynamic environments where tool interfaces, APIs, and user requirements change after deployment. Existing self-evolution methods…