On the Shelf Life of Fine-Tuned LLM Judges: Future Proofing, Backward Compatibility, and Question Generalization

@misc{singh2025shelf,
  title = {On the Shelf Life of Fine-Tuned LLM Judges: Future Proofing, Backward Compatibility, and Question Generalization},
  author = {Janvijay Singh and Austin Xu and Yilun Zhou and Ye-Fan Zhou and Dilek Hakkani-Tur and Shafiq Joty},
  year = {2025},
  eprint = {2509.23542},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.23542},
}