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BOOKMARKS: Efficient Active Storyline Memory for Role-playing

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arXiv:2605. 14169v1 Announce Type: new Abstract: Memory systems are critical for role-playing agents (RPAs) to maintain long-horizon consistency.

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Authors: Letian Peng, Ziche Liu, Yiming Huang, Longfei Yun, Kun Zhou, Yupeng Hou, Jingbo Shang
Released: 2026-05-15 (3mo ago)
Topic: Related to current project
Relation to my work: Read next because BOOKMARKS: Efficient Active Storyline Memory for Role-playing overlaps with clean result "The marker is a representational handle, not a behavioural one — sharing it between a villain persona and the assistant transfers no misalignment (HIGH confidence)", experiment "Implement Chen et al. persona-vector extraction recipe and compare to project's centroid-difference recipe". Matching terms: line, implement, compare. Source: arxiv cs.CL (NLP).
arXiv: 2605.14169

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