The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs

Asif Azad, Mohammad Sadat Hossain, MD Sadik Hossain Shanto, M. Saifur Rahman, Md. Rizwan Parvez. The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026. pages 5185-5201, Association for Computational Linguistics, 2026. [doi]

@inproceedings{AzadHSRP26,
  title = {The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs},
  author = {Asif Azad and Mohammad Sadat Hossain and MD Sadik Hossain Shanto and M. Saifur Rahman and Md. Rizwan Parvez},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-eacl.274/},
  researchr = {https://researchr.org/publication/AzadHSRP26},
  cites = {0},
  citedby = {0},
  pages = {5185-5201},
  booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
  editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-386-9},
}