Better autoregressive regression with LLMs via regression-aware fine-tuning

Michal Lukasik, Zhao Meng, Harikrishna Narasimhan, Yin-Wen Chang, A. Menon +2 more
2/12/2026

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@article{lukasik2026better,
  title  = {Better autoregressive regression with LLMs via regression-aware fine-tuning},
  author = {Michal Lukasik and Zhao Meng and Harikrishna Narasimhan and Yin-Wen Chang and A. Menon and Felix X. Yu and Sanjiv Kumar},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9a342d4c9ae1e57c1281bd2bbdefef7ded32b0e9},
  journal = {ICLR 2025 2025}
}

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