I’m a Ph.D. student in the Interdisciplinary Program in Artificial Intelligence at Seoul National University, advised by Prof. Gunhee Kim in the Vision and Learning Lab.

I’m interested in Natural Language Processing (NLP) and Multimodal Large Language Models (MLLMs), with a long-term goal of developing autonomous AI agents that can collaboratively discover new knowledge alongside humans.

I’m currently working on:

Large vision-language models

Multimodal retrieval-augmented generation

Open-ended question answering

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Education

Seoul National University Mar 2024-Present

Combined M.S. / Ph.D. of Interdisciplinary Program in Artificial Intelligence

Korea University Mar 2018-Feb 2024

B.S. in Computer Science and Engineering

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Publication (* equal contribution)

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering

Seokwon Song, Minsu Park, Gunhee Kim
AAAI 2026

Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type

Seokwon Song*, Taehyun Lee*, Jaewoo Ahn, Jae Hyuk Sung, Gunhee Kim
NAACL 2025 (Oral)

Read-only Prompt Optimization for Vision-Language Few-shot Learning

Dongjun Lee*, Seokwon Song*, Jehee Suh, Junmyeong Choi, Sanghyeok Lee, Hyunwoo J. Kim
ICCV 2023

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Research Experience

Vision and Learning Lab, SNU Oct 2023–Present

Advised by Prof. Gunhee Kim

Language Lab, LG AI Research Jan 2023–Sep 2023

Mentored by Hyunkyung Bae

Machine Learning & Vision Lab, Korea University May 2022–Dec 2022

Advised by Prof. Hyunwoo J. Kim

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Work Experience

LG AI Research Feb 2026–Present (Upcoming)

NLP Research Internship

LG AI Research Jan 2023–Sep 2023

Software Engineering Internship at Language Lab