AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Paper • 2407.04363 • Published Jul 5 • 26
Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task Paper • 2406.14213 • Published Jun 20 • 20
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack Paper • 2406.10149 • Published Jun 14 • 48
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss Paper • 2402.10790 • Published Feb 16 • 41