cvs-health/uqlm

Enable Eigenvalue, Degree, and Eccentricity Confidence Scores (NLI-based) 11 days ago

enhancement help wanted

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Add multi-turn UQ scoring 5 months ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Semantic Entropy Probes 5 months ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Add conformal factuality method (Mohri & Hashimoto, 2024) 5 months ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Add kernel language entropy scorer 7 months ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Semantic Density 12 months ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Confidence Score Calibration about 1 year ago

enhancement help wanted

cvs-health/uqlm

1.2K

[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"

Python

#ai-evaluation#ai-safety#confidence-estimation#confidence-score#hallucination#hallucination-detection#hallucination-evaluation#hallucination-mitigation#llm#llm-evaluation#llm-hallucination#llm-safety#uncertainty-estimation#uncertainty-quantification

Open Issues Need Help