AINeutralarXiv – CS AI · 7h ago6/10
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EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents
Researchers introduce EEVEE, a test-time prompt learning framework that enables large language model agents to adapt across multiple datasets and domains simultaneously. The system uses a router mechanism to partition inputs into task clusters and employs co-evolution strategies to optimize prompt configurations, achieving significant performance improvements over existing methods on heterogeneous data streams.