Vasily Konovalov

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home

arXiv 2025

LLM-Independent Adaptive RAG: Let the Question Speak for Itself

arXiv 2025

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

arXiv 2025

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA

arXiv 2025

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images

arXiv 2025

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts

arXiv 2025

Multimodal Evaluation of Russian-language Architectures

arXiv 2025

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

how-much-knowledge-can-you-pack-into-a-lora

Knowledge Distillation of Russian Language Models with Reduction of Vocabulary

arXiv 2022

Alexander Panchenko

Elisei Rykov

Mikhail Salnikov

Sergey Pletenev

Daria Galimzianova

Kseniia Petrushina

Kseniia Titova

Maria Marina

Nikita Krayko

Nikolay Ivanov