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LLM Persona Atlas

LLM Persona Atlas — 1

提示词

Create a premium conceptual figure for an EMNLP / ACL paper, landscape 16:9, high-resolution, polished editorial-academic style. Theme: "LLM Persona Atlas". This should not look like a generic pipeline diagram. It should look like a beautifully designed Figure 1 from a top NLP / agent paper: minimal, refined, memorable, with a strong central visual metaphor.

Use a warm off-white paper background, subtle grain, large clean margins, crisp vector-like linework, delicate shadows, and fine gradients used sparingly. Use an understated, high-end color palette: ink black, warm gray, muted cobalt, dusty teal, soft sage, pale amber, muted coral, slate blue. No saturated rainbow colors, no cartoon style, no photorealism, no generic stock illustration.

Composition: left "Utterance Stream" with small translucent speech fragments flowing in as curved data ribbons; center "Persona Lens" as a glass-like hexagonal prism / agent lens that refracts utterance ribbons into six colored persona strands; right "Six Persona Glyphs" as a coherent 2x3 gallery of abstract symbolic avatars labeled "Concise", "Explainer", "Cautious", "Supportive", "Creative", and "Analyst".

Keep typography sparse, crisp, and clean. Add a small title "LLM Persona Atlas" and subtitle "from utterance style to model profile". Avoid dense method labels, big boxes, fake equations, fake citations, garbled text, photoreal humans, childish cartoon avatars, heavy shadows, and purple gradient backgrounds.

中文译文

为 EMNLP / ACL 论文创作一幅高级概念图,横版 16:9,高分辨率,精致的编辑式学术风格。主题:“LLM Persona Atlas”。它不应该看起来像一张通用的流程图。它应该像顶级 NLP / agent 论文中设计精美的 Figure 1:极简、精炼、令人过目难忘,并有一个强有力的中心视觉隐喻。

使用温暖的米白纸张背景、细微的颗粒质感、大面积干净的留白边距、清晰的矢量感线条、精致的阴影,以及克制使用的细腻渐变。采用低调的高端配色:墨黑、暖灰、柔和钴蓝、灰青、柔和的鼠尾草绿、浅琥珀、柔和珊瑚、石板蓝。不要高饱和的彩虹色,不要卡通风格,不要照片写实,不要通用的图库插画。

构图:左侧为 “Utterance Stream”(话语流),细小的半透明话语碎片以弯曲的数据丝带形式流入;中央为 “Persona Lens”(人格透镜),一个玻璃质感的六棱柱 / agent 透镜,把话语丝带折射成六条彩色人格线束;右侧为 “Six Persona Glyphs”(六个人格符号),构成协调的 2x3 抽象符号化头像画廊,标注为 “Concise”、“Explainer”、“Cautious”、“Supportive”、“Creative” 和 “Analyst”。

排版保持稀疏、清晰、干净。添加一个小标题 “LLM Persona Atlas” 和副标题 “from utterance style to model profile”。避免密集的方法标签、大色块方框、伪公式、伪造引用、乱码文字、照片写实人物、幼稚卡通头像、厚重阴影和紫色渐变背景。

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原作者
wuyoscar
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