2 papers
cs.CL2026
Mycelium: A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities
Julia Belikova, Elisei Rykov
Hallucination detection is increasingly important for evaluating and deploying large language models. However, existing methods are often compared across benchmarks that define and…
cs.CV2025
Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images
Elisei Rykov, Kseniia Petrushina, Kseniia Titova +3
Measuring how real images look is a complex task in artificial intelligence research. For example, an image of a boy with a vacuum cleaner in a desert violates common sense. We int…