Changdae Oh
Changdae Oh has 2 papers in our library, in 2026; often with Sean Du, Seongheon Park, Sharon Li.
OpenAlex · ORCID · h-index 5 · 18 works · 125 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #10687
Affiliations
🎓University of Wisconsin–MadisonMadison ·
United States2024–2026 · 9 papers🎓University of SeoulSeoul ·
South Korea2022–2025 · 7 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputer Vision and Pattern Recognition · 1 work
Works by year
2020s
Papers
- Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities (2026 · 4 citations)
Most uncertainty quantification (UQ) work for LLMs studies a model that answers once, or follows one chain of reasoning, and gets no new information along the way. - VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation (2026)
Large vision-language models (LVLMs) often hallucinate. Self-evaluation methods built for text-only LLMs, such as entropy, verbalized confidence, Semantic Entropy and EigenScore, mostly capture linguistic plausibility. They can therefore stay confident when an image contradicts what the language prior expects. VAUQ…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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