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Combining expert insights with silhouette and coherence scores establishes a robust evaluation method. Good silhouette and coherence scores, alongside expert validation of topic interpretability, collectively indicate the high quality of the generated topics. Integrating quantitative metrics with the judgment of domain experts creates a well-rounded assessment framework. It guarantees a nuanced and dependable evaluation of the topic model's overall quality and effectiveness, ensuring that the models are not just statistically sound but rich in context and relevance to the UAQTE domain. |
IEEE/ICACT20240447 Slide.14
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