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Author

Yuqian Sun

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#artificial intelligence Preprint Dec 2025

Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualization

Interactive narrative (IN) authors craft spaces of divergent narrative possibilities for players to explore, with the player's input determining which narrative possibilities they actually experience. Generative AI can enable new forms of IN by improvisationally expanding on pre-authored content in response to open-end...

Yi Wang, John Joon Young Chung, Melissa Roemmele et al. · 2 citations

Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization

TAP-PER (Temporal Attentive Prefix for PERsonalization), a prefix-based framework that encodes user preferences as learnable representations, avoiding the serialization of user histories into prompts and replacing heavy per-user adapters with lightweight user-state prefix embeddings, is proposed.

Heng-Jie Cao, Fan Zhang, Jiangqi Yao et al. · 1 citation

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