Fudan and Tencent unveil DraMaze, a multi-agent pipeline for diverse microdrama scripts

Siyang He · hf · 2026-10-26

Researchers from Fudan University and Tencent released DraMaze, a multi-agent pipeline for long-form microdrama script generation.

Problem: LLM plot continuations increasingly concentrate on fewer narrative tropes as generation progresses; conventional retrieval-based approaches reinforce trope reuse and ignore history relevant to future plots.
Method: Evolutionary tree search guided by trope memory and backward narrative dependency trees, giving the system "future-aware" memory to balance plot diversity with long-range coherence.
Posted to arXiv on Oct 22, 2026.

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