5. Discussion To analyze the performance of this work from various perspectives, we conducted extensive experiments, such as an investigation of the accuracy of keyword extraction and its effect on response generation. 5.1. The Performance of Modality-Specific Event Keyword Extraction This study utilizes event keywords observed in videos and audios as multimodal information. Therefore, the accurate event keyword prediction directly influenced the system response generation.