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City University of Hong Kong
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Achieving superior accuracy-efficiency trade-offs, ParetoPO redefines how tool-integrated agents can be optimized for real-world applications.
Memory dilution in LLMs is tackled head-on with a novel framework that not only preserves information but also amplifies reasoning capabilities.