most citedAssessing Episodic Memory in LLMs with Sequence Order Recall Tasks

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cs.AI2026

Temporal Context Reinstatement Drives Episodic-Like Order Memory in Long-Context Language Models

Mathis Pink, Vy Ai Vo, Qinyuan Wu +7

Human episodic memory supports the retrieval of experiences that unfold over extended timescales, yet the computational mechanisms underlying this ability remain debated due to the…