Ansar Aynetdinov
Ansar Aynetdinov has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Alan Akbik, Patrick Haller.
OpenAlex · h-index 4 · 11 works · 32 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11432
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksLanguage and Linguistics · 2 worksArtificial Intelligence · 1 workComputer Science · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Babies Learn to Look Ahead: Multi-Token Prediction in Small LMs (2025 · 1 citation)
The paper tests whether multi-token prediction (MTP) helps very small language models. In MTP, the model guesses several next tokens at each step rather than just one. It was previously believed that mainly large models benefit from such an objective, while it may harm small ones. The authors took a 130M-parameter… - Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling (2026)
High-resource languages other than English, such as German, have web corpora of hundreds of billions of tokens, not trillions.
Co-authors here
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