Скачать или смотреть [성대의 성대한 스토리] Conflict-Embedded Narrative Generation Using Commonsense Reasoning - 조건희

[성대의 성대한 스토리] Conflict-Embedded Narrative Generation Using Commonsense Reasoning - 조건희

This paper proposes the CNGCI (Conflict-driven Narrative Generation through Commonsense Inference) framework, which generates narratives embedded with conflict using commonsense reasoning. It defines conflict as an obstacle that hinders the protagonist from achieving their goal and introduces the concept of a "soft causal threat" that weakens commonsense causal links. The framework consists of two stages: first, it generates conflict using generative defeasible inference, and then a fine-tuned GPT-2 model completes the story by incorporating the generated conflict and the original context. Experimental results show that the proposed framework outperforms existing story generation models in creating narratives that explicitly contain conflict while maintaining coherence.

#성균관대학교 #성균관대 #sw중심대학사업단
#성대의성대한스토리 #AI #StoryGeneration #NarrativeAI #CommonsenseReasoning #ConflictDrivenStory #ComputationalCreativity #AIStorytelling #NaturalLanguageProcessing