Search Results for author: Jianing Mu

Found 2 papers, 0 papers with code

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

no code implementations10 Feb 2025 Mathis Pink, Qinyuan Wu, Vy Ai Vo, Javier Turek, Jianing Mu, Alexander Huth, Mariya Toneva

As Large Language Models (LLMs) evolve from text-completion tools into fully fledged agents operating in dynamic environments, they must address the challenge of continually learning and retaining long-term knowledge.

Position

Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks

no code implementations10 Oct 2024 Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva

To address the gap in evaluating memory in LLMs, we introduce Sequence Order Recall Tasks (SORT), which we adapt from tasks used to study episodic memory in cognitive psychology.

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