input-ambiguity-detection

Skillai-mlllmambiguityuncertaintyquantification

Perturbation-based input ambiguity detection for LLMs (white-box and black-box detectors, AACL 2026)

Directory Presence

Cross-referenced across 55 tracked directories

Directory	Status	First Seen	Last Confirmed	Link
P PyPI (Real-time)		10/26/2026	10/26/2026

#10422

Popularity Rank

1 / 55

Listed In

Emerging

Adoption Stage

10/26/2026

First Seen

Recently added to the ecosystem

9/100

Directory Presence5/20

Community0/30

Usage0/20

Development Activity4/30

Score: 100/100

0 dependency vulnerabilities found

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