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Longmemeval: 2 AI articles covering longmemeval news, analysis, and research
Articles
Heavy-Tailed Memory Traces in Long-Horizon Language Agents⭐9
Long-horizon language agents show heavy-tailed memory traces. This study introduces CTWM, a rank-based memory controller that cuts tail prediction error and tok...
RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation⭐8
Evaluating LLM memory with RENDER: how reader-facing formats—summaries, typed records, raw text—impact accuracy, showing up to 72.6-point variance across models...