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Nanyang Technological University
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CoKL enables LLMs to learn new tasks without sacrificing previously acquired capabilities, striking a balance that traditional methods fail to achieve.
UniMem achieves a remarkable 4.0 EM point improvement in task execution fidelity by seamlessly integrating episodic and parametric memory without the need for explicit task labels.
