Jinwoo Ahn
Jinwoo Ahn has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Efficient models & compression; often with Dan Klein, Jacob Steinhardt, Ruiqi Zhong.
OpenAlex · h-index 12 · 99 works · 442 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 43 times in our library · ⭐ Paper Stars ranking: #7863
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📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksGeneral Social Sciences · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Goal Driven Discovery of Distributional Differences via Language Descriptions (2023 · 42 citations)
Comparing two large text collections by hand is slow and ad hoc. The authors frame this as an ML task called D5. A system receives a user's exploration goal and a pair of corpora. It must return natural-language predicates that describe how the corpora differ in ways that matter for that goal. For example, reports… - Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs (2025 · 6 citations)
Offline knowledge distillation for LLM pre-training means running the teacher once, caching its outputs, and reusing them to train many students.
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