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Junyoung Jang

2 accepted papers

2026

Group-Normalized Implicit Value Optimization for Language Models

ICLR 2026poster

Fine-tuning Large Language Models (LLMs) with reinforcement learning (RL) has become a key technique for enhancing performance on a wide range of tasks, from user alignment to complex reasoning. However, this approach is often hindered by the difficulty of fine-grained credit assignment, as it typic…

Cited by 0SourceScholar
2025

DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset

COLING 2025industry

Translation of low-resource languages in industrial domains is essential for improving market productivity and ensuring foreign workers have better access to information. However, existing translators struggle with domain-specific terms, and there is a lack of expert annotators for dataset creation.…

Cited by 0SourcePDFScholar