Papers by Minki Hong
NormGenesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery (2025.emnlp-main)
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| Challenge: | Social norms govern culturally appropriate behavior in communication, enabling dialogue systems to produce coherent and socially acceptable outputs. |
| Approach: | They propose a framework for generating and annotating socially grounded dialogues in Chinese, English, and Korean. |
| Outcome: | The proposed framework outperforms existing frameworks in refinement quality, dialogue naturalness, and generalization performance. |
VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought (2026.findings-eacl)
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| Challenge: | Lack of perceptual grounding limits vision-language models' ability to interpret visual data . prior work on visualized data understanding focused on adapting VLMs to instruction tuning and chain-of-thought supervision . |
| Approach: | They propose a framework that enhances visual reasoning through human-like interpretation grounding. |
| Outcome: | The proposed framework improves on ChartQA and ChartQAPro benchmarks by +11.2%. |