Self-Keyed In-Parameter Memorization for External Memory-Free Dialogue Recall in Frozen Language Models

A large language model maintains conversational content in an external storage that is outside the model and grows as the dialogue continues. This work assumes an environment where a language model has no external memory and no prior knowledge of the future question or its answer. The motivation is