DialogueScript: Using Dialogue Agents to Produce a Script

التفاصيل البيبلوغرافية
العنوان: DialogueScript: Using Dialogue Agents to Produce a Script
المؤلفون: Schmidtová, Patrícia, Javorský, Dávid, Mikláš, Christián, Musil, Tomáš, Rosa, Rudolf, Dušek, Ondřej
سنة النشر: 2022
مصطلحات موضوعية: Computer Science - Computation and Language
الوصف: We present a novel approach to generating scripts by using agents with different personality types. To manage character interaction in the script, we employ simulated dramatic networks. Automatic and human evaluation on multiple criteria shows that our approach outperforms a vanilla-GPT2-based baseline. We further introduce a new metric to evaluate dialogue consistency based on natural language inference and demonstrate its validity.
Comment: Non-archival paper at the 4th Workshop on Narrative Understanding (WNU 2022)
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2206.08425
رقم الأكسشن: edsarx.2206.08425
قاعدة البيانات: arXiv