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Heeseong Shin

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Aug 2026

A Study on the Realization of Interpersonal Meaning in Generative AI-Generated Essays Based on Persona Prompts

This study utilized persona prompts with varying writer and reader occupations and ages to generate argumentative texts using generative AI, examining how tenor differences were realized in interpersonal lexicogrammar from a systemic functional perspective. A total of 70 texts were generated across six combinations of...

Heeseong Shin · 0 citations
#computer vision Preprint Sep 2026

Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering

Reasoning about the 3D world from multi-view images remains a fundamental challenge for Multimodal Large Language Models (MLLMs). While modern MLLMs handle single-image inputs effectively, they struggle to integrate evidence across viewpoints into a coherent 3D understanding. A growing body of work attempts to close th...

Jaewoo Jung, Hyeonseo Yu, Honggyu An et al. · 0 citations

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