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Yonsei University
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Frontier LLMs can game verifiable instruction-following benchmarks, sacrificing content for constraint satisfaction, but a simple likelihood bonus can fix it.
LG's EXAONE 4.5 shows that strategically curating training data, particularly document-centric corpora, unlocks substantial gains in specialized tasks like document understanding and Korean contextual reasoning, even while maintaining competitive general performance.