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Fraunhofer Institute for Applied Information Technology FIT, Schloss Birlinghoven, 53757, Sankt Augustin, Germany, RWTH Aachen University, Ahornstraße 55, 52074, Aachen, Germany
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A comprehensive benchmark is designed, consisting of 20 diverse business processes, and the evaluation approach is used to investigate LLM self-improvement techniques, encompassing self-evaluation, input optimization, and output optimization, indicating that output optimization offers promising potential for enhancing quality.
