Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models

Jonas Zausinger, Lars Pennig, Anamarija Kozina, Sean Sdahl, Julian Sikora +11 more
2/14/2026

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@article{zausinger2026regress,
  title  = {Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models},
  author = {Jonas Zausinger and Lars Pennig and Anamarija Kozina and Sean Sdahl and Julian Sikora and A. Dendorfer and Timofey Kuznetsov and Mohamad Hagog and Nina Wiedemann and Kacper Chlodny and Vincent Limbach and Anna Ketteler and Thorben Prein and Vishwa Mohan Singh and M. M. Danziger and Jannis Born},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:96e2e83ae6b852d605b14646edc2653f19c2da68},
  journal = {ICML 2025 2025}
}

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