Timon Willi
Timon Willi has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Chenxi Whitehouse, Francesco Barbieri, Ilias Leontiadis.
OpenAlex · ORCID · h-index 3 · 21 works · 41 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #11542
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks (2026 · 9 citations)
LLM judges are unreliable on open-ended outputs such as creative writing, planning or roleplay, where quality is subjective and has many dimensions. - Training AI Co-Scientists Using Rubric Rewards (2025 · 6 citations)
Language models struggle to draft research plans for open-ended scientific goals. They often miss explicit constraints and unstated requirements, and validating a plan through real experiments is slow, costly, or, as in medicine, impossible. The authors turn published papers into a training signal. Llama-4-Maverick…
Co-authors here
- Chenxi Whitehouse ×2
- Francesco Barbieri ×2
- Ilias Leontiadis ×2
- Shashwat Goel ×2
- William F. Shen ×2
- Akhil Mathur
- Jonas Geiping
- Lisa Alazraki
- Parag Jain
- Rishi Hazra
Cited by
Updated
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