Jakub Adamek
Jakub Adamek has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Aliaksei Severyn, Anian Ruoss, Eric Malmi.
OpenAlex · ORCID · h-index 3 · 6 works · 864 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,464 times in our library · ⭐ Paper Stars ranking: #5274
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksLanguage and Linguistics · 1 workArts and Humanities · 1 workMathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Teaching Small Language Models to Reason (2023 · 343 citations)
Chain-of-thought (CoT) prompting helps very large language models solve multi-step problems. Models below about 10B parameters don't benefit from it, and it often makes them worse. This short paper tests whether knowledge distillation can pass that skill to smaller models. PaLM 540B and GPT-3 175B act as teachers.… - Mastering Board Games by External and Internal Planning with Language Models (2024 · 14 citations)
The paper asks whether a language model can plan well enough to play board games at a high level without help from a game engine during play.
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