uqlm/CITATION.cff at main · cvs-health/uqlm · GitHub

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cff-version: 1.2.0
message: "If you use this software, please cite it using the metadata below."
title: "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
version: 0.5.8
license: Apache-2.0
repository-code: "https://github.com/cvs-health/uqlm"
url: "https://cvs-health.github.io/uqlm/latest/index.html"
authors:
  - family-names: Bouchard
    given-names: Dylan
  - family-names: Chauhan
    given-names: Mohit Singh
  - family-names: Skarbrevik
    given-names: David
  - family-names: Ra
    given-names: Ho-Kyeong
  - family-names: Bajaj
    given-names: Viren
  - family-names: Ahmad
    given-names: Zeya

preferred-citation:
  type: article
  title: "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
  authors:
    - family-names: Bouchard
      given-names: Dylan
    - family-names: Chauhan
      given-names: Mohit Singh
    - family-names: Skarbrevik
      given-names: David
    - family-names: Ra
      given-names: Ho-Kyeong
    - family-names: Bajaj
      given-names: Viren
    - family-names: Ahmad
      given-names: Zeya
  journal: "Journal of Machine Learning Research"
  year: 2026
  volume: 27
  issue: 13
  start: 1
  end: 10
  url: "http://jmlr.org/papers/v27/25-1557.html"

references:
  - type: article
    title: "Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers"
    authors:
      - family-names: Bouchard
        given-names: Dylan
      - family-names: Chauhan
        given-names: Mohit Singh
    journal: "Transactions on Machine Learning Research"
    year: 2025
    issn: "2835-8856"
    url: "https://openreview.net/forum?id=WOFspd4lq5"

  - type: generic
    title: "Fine-Grained Uncertainty Quantification for Long-Form Language Model Outputs: A Comparative Study"
    authors:
      - family-names: Bouchard
        given-names: Dylan
      - family-names: Chauhan
        given-names: Mohit Singh
      - family-names: Bajaj
        given-names: Viren
      - family-names: Skarbrevik
        given-names: David
    year: 2026
    url: "https://arxiv.org/abs/2602.17431"
    notes: "arXiv preprint arXiv:2602.17431"