CluE, a cluster-based self-evolving prompt strategy, achieves a 9.04% relative gain on the new BEHEMOTH benchmark for heterogeneous LLM memory extraction and outperforms prior frameworks.
This decoupled design allows the taxonomy to reorganize cluster-level insights into clean, non-overlapping categories without being constrained by cluster boundaries
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Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks
CluE, a cluster-based self-evolving prompt strategy, achieves a 9.04% relative gain on the new BEHEMOTH benchmark for heterogeneous LLM memory extraction and outperforms prior frameworks.