Papers by Jiameng Zhang
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama (2025.acl-long)
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| Challenge: | Existing studies have focused on the role of immersion and agency in interactive drama. |
| Approach: | They propose a playwriting-guided generation method that helps LLMs craft dramatic stories with substantially improved structures and narrative quality. |
| Outcome: | The proposed method improves storytelling quality and immersion and agency, while allowing agents to refine their reactions to align with the player’s intentions. |
Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning (2026.acl-long)
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| Challenge: | a static tokenizer fragments newly emerging lexical items as language evolves . as language grows, a dynamic tokenizer reduces compression efficiency and performance . |
| Approach: | They propose a Temporal Drift Tokenizer that maintains an evolving vocabulary that adapts to emerging linguistic patterns over time. |
| Outcome: | The proposed tokenizer maintains an evolving vocabulary that adapts to emerging linguistic patterns over time. |