README.md

---
title: NumberTokenLoss
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
- streamlit
pinned: false
short_description: Streamlit template space
license: mit
---

Demo for Number Token Loss (ICML 2025)

See full paper at: https://arxiv.org/abs/2411.02083 
See project landing page at: https://ibm.biz/ntl-main

```bibtex
@inproceedings{zausinger2025regress,
  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 Adrian 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 Michael Danziger and Jannis Born},
  booktitle = {Proc. of the 42nd International Conference on Machine Learning (ICML)},
  year    = {2025},
  url     = {https://ibm.biz/ntl-main}
}
```