Jinhyung Bae

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Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Scalable Oversight & Alignment Theory (1)Data Curation & Synthetic Data (1)Natural Language Processing (1)

Frequent co-authors

Ji-Woo Bae (1)Dain Kil (1)Seongmin Oh (1)Seungmin Lee (1)

Papers (2)

Aug 13, 2026

Thanks:2w ago

Sampling Luck Masquerades as Allocation Gain: Auditing Test-Time Budget Allocation for Neural Combinatorial Optimization

Conventional sampling methods in NCO can obscure true performance gains, but adaptive allocation strategies reveal significant improvements under distribution shifts.

Ji-Woo Bae, Jinhyung Bae

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory

Aug 12, 2026

Thanks:2w ago

When the Knowledge Base Becomes the Gold Standard: Measuring Resource-Shared Evaluation Loops in Entity-Level Machine Translation

The reliance on knowledge bases as gold standards in machine translation may inflate performance metrics, masking the true quality of translations in low-resource settings.

Jinhyung Bae, Dain Kil, Seongmin Oh +1

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Natural Language Processing

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Jinhyung Bae

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)