Author

Arpit Narechania

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Preprint Aug 2026

How Do Professional Editors Evaluate the Editing Quality of AI-Generated Cinematic Video Ads?

On social media, we often encounter short-form video ads that employ cinematic editing techniques to evoke an emotional response. While AI tools are beginning to generate such cinematic ads automatically, we lack a fine-grained framework for evaluating these ads. In this paper, we first characterize social media video...

Po-Ming Law, Wei-Zhi Li, Arpit Narechania · 0 citations

#artificial intelligence Preprint Sep 2026

SkillPE: Creativity-Oriented Cinematic Skill Evolution for Text-to-Video Prompt Engineering

Achieving high-quality, cinematic results in text-to-video generation remains challenging for non-experts, whose prompts often lack professional narrative and creative design. We propose SkillPE, a prompt engineering (PE) framework that evolves reusable cinematic skills from expert-authored seeds. SkillPE represents sh...

Yan-Wei Huang, Min Zhu, Shu-Jie Li et al. · 0 citations