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We present a novel approach to generating scripts by using agents withdifferent personality types. To manage character interaction in the script, weemploy simulated dramatic networks. Automatic and human evaluation on multiplecriteria shows that our approach outperforms a vanilla-GPT2-based baseline. Wefurther introduce a new metric to evaluate dialogue consistency based onnatural language inference and demonstrate its validity.

DialogueScript: Using Dialogue Agents to Produce a Script