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agent/papers/items/2026-2603-01438-enhancing-persona-following-at-decoding-time-via-dynamic-importance-estimation-f.md
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# Paper: Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
---
type: paper
title: Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
authors: Yuxin Liu, Mingye Zhu, Siyuan Liu, Bo Hu, Lei Zhang
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2603.01438
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-03-02
updated_at: 2026-03-02
status: queued
relevance: high
topics:
- agent-safety
- coding-agent
- computer-use
- planning
- rag
- world-model
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.CL
- cs.AI
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 14
collection_queries: language-agent
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: language-agent
- inferred topics: agent-safety, coding-agent, computer-use, planning, rag, world-model
- arXiv categories: cs.CL, cs.AI
- collection score: 14
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2603.01438