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A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities
2026Published at CogSci 2026
CogSci 2026 论文。系统分析 persona 诱导（Big Five 人格注入）对 LLM 认知能力的影响，并提出查询自适应的 Dynamic Persona Routing (DPR) 策略。
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AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
2025ACL 2025 Findings 论文。提出围绕多会话记忆与动态演化的求助者模拟系统。
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Papers and formal outputs authored or co-authored by community members.