Author

Eunkyu Park

Seoul National University

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#natural language process... Nov 2025

Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations

Analysis of reasoning errors in vision language models and how they impact user trust and the ability to detect errors highlights how CoT explanations can simultaneously clarify and mislead, underscoring the need for NLP systems to provide explanations that encourage scrutiny and critical thinking rather than blind tru...

Eunkyu Park, Wesley Hanwen Deng, Vasudha Varadarajan et al. · arXiv.org · 6 citations

#artificial intelligence Preprint Jul 2025

Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations

Cognitive Chain-of-Thought (CoCoT) is introduced, a reasoning framework that structures vision-language-model reasoning through three cognitively inspired stages: Perception, Situation, and Norm, showing that structuring model reasoning through cognitively grounded stages enhances interpretability and social alignment,...

Eunkyu Park, Wesley Hanwen Deng, Gunhee Kim et al. · 3 citations