Integration of LLM Quality Assurance into an NLG System

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Jan 27, 2025
Ching-Yi Chen, Johanna Heininger, Adela Schneider, Christian Eckard, Andreas Madsack, Robert Weißgraeber
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In this paper, we present a system that uses a Large Language Model (LLM) to perform grammar and spelling correction as a component of Quality Assurance (QA) for texts generated by NLG systems, which is important for text production in real-world scenarios. Evaluating the results of the system on work-in-progress sports news texts in three languages, we show that it is able to deliver acceptable corrections.

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