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Sihyeong Yeom

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#natural language process... Preprint Oct 2026

IREA: Intermediate Representation-based Embedding Alignment for Normative RAG

Large language models (LLMs) have shown strong performance across various tasks, but they still struggle with questions involving ethical judgment. Previous studies have attempted to train LLMs on ethical standards, but the diversity and relativity of ethical norms make them difficult to fully internalize in model para...

Mirae Han, Sihyeong Yeom, Harksoo Kim · 0 citations

Preprint Aug 2026

Is Discrete Difficulty Sufficient? Leveraging Continuous Difficulty for Efficient Self-Consistency in LLMs

Flexible Self-Consistency (FSC) is proposed, which estimates problem difficulty as a continuous signal and dynamically adjusts the number of generated reasoning paths accordingly and leverages it as an indicator of model uncertainty to flexibly control the sampling budget.

Sihyeong Yeom, Geon Park, Geunyeong Jeong et al. · 0 citations