8 papers
Beyond One Path: Evaluating and Enhancing Divergent Thinking in Interactive LLM Agents
Jihyeong Park, Ingeol Baek, Jeonghyun Park +1
Divergent thinking is a core dimension of creativity, yet existing evaluations of Large Language Models (LLMs) treat them as single-turn text generations, failing to capture how an…
Identifying and Mitigating Bottlenecks in Role-Playing Agents: A Systematic Study of Disentangling Character Profile Axes
Yonghyun Jun, Junhyuk Choi, Jeonghyun Park +3
While Large Language Model (LLM) role-playing agents have advanced rapidly, it remains unclear which profile elements genuinely drive role-playing quality. To bridge this gap, we i…
ReFeed: Retrieval Feedback-Guided Dataset Construction for Style-Aware Query Rewriting
Jiyoon Myung, Jungki Son, Kyungro Lee +2
Retrieval systems often fail when user queries differ stylistically or semantically from the language used in domain documents. Query rewriting has been proposed to bridge this gap…
Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models
L'ea Dubois, Klaus Schmidt, Chengyu Wang +3
Current video understanding models excel at recognizing "what" is happening but fall short in high-level cognitive tasks like causal reasoning and future prediction, a limitation r…
Decomate: Leveraging Generative Models for Co-Creative SVG Animation
Jihyeon Park, Jiyoon Myung, Seone Shin +2
Designers often encounter friction when animating static SVG graphics, especially when the visual structure does not match the desired level of motion detail. Existing tools typica…
HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data
Jiyoon Myung, Jihyeon Park, Joohyung Han
User queries in real-world recommendation systems often combine structured constraints (e.g., category, attributes) with unstructured preferences (e.g., product descriptions or rev…