A mixture-of-experts LLM trained with reinforcement learning to perform retrieval from its own parametric memory can replace external retrieval in some settings, at lower latency.
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=
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RING: Retrieval-Internalized Generation for Continual Large-Scale Knowledge Injection
A mixture-of-experts LLM trained with reinforcement learning to perform retrieval from its own parametric memory can replace external retrieval in some settings, at lower latency.