--- title: "Lyudmila Rvanova — author profile and papers in our library" description: "Lyudmila Rvanova: 2 papers on Elamur Research (2025), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/lyudmila-rvanova/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lyudmila-rvanova/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lyudmila Rvanova # Lyudmila Rvanova Lyudmila Rvanova has 2 papers in our library, in 2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/), [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/), [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5099513071) · [ORCID](https://orcid.org/0009-0007-7026-8829) · [**h-index 2**](https://openalex.org/authors/A5099513071) · [13 works](https://openalex.org/works?filter=author.id:A5099513071) · [21 citations](https://openalex.org/works?filter=author.id:A5099513071&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lyudmila-rvanova/#papers) · [🔗 Cited 61 times in our library](https://md.research.elamur.ai/free/en/authors/lyudmila-rvanova/cited-by/) · [⭐ Paper Stars ranking: #8341](https://md.research.elamur.ai/free/en/paper-stars/page/84/#star-8341) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Lyudmila+Rvanova) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lyudmila+Rvanova) · [dblp](https://dblp.org/search?q=Lyudmila+Rvanova) · [ACL Anthology](https://aclanthology.org/search/?q=Lyudmila+Rvanova) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/lyudmila-rvanova/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/)** *(2025 · 67 citations)* Uncertainty quantification (UQ) can help flag hallucinated or low-quality outputs of large language models. Earlier work on UQ for LLMs used incompatible methods and evaluation setups, so findings were hard to compare. 2. **[Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models](https://md.research.elamur.ai/free/en/papers/vazhentsev-2025-token-level-density-based-uncertainty/)** *(2025 · 13 citations)* LLMs often produce hallucinated or non-factual output. Many uncertainty quantification (UQ) methods can flag such output, but the strongest ones sample the model repeatedly and are expensive. Density-based scores such as Mahalanobis Distance (MD) are cheap and work well for encoder classifiers, yet earlier… ## Co-authors here 11 co-authors with a page, the most papers together first. - [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/) ×2 - [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/) ×2 - [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/) ×2 - [Abdelrahman Sadallah](https://md.research.elamur.ai/free/en/authors/abdelrahman-sadallah/) - [Akim Tsvigun](https://md.research.elamur.ai/free/en/authors/akim-tsvigun/) - [Artem Shelmanov](https://md.research.elamur.ai/free/en/authors/artem-shelmanov/) - [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/) - [Ivan Lazichny](https://md.research.elamur.ai/free/en/authors/ivan-lazichny/) - [Maxim Panov](https://md.research.elamur.ai/free/en/authors/maxim-panov/) - [Rui Xing](https://md.research.elamur.ai/free/en/authors/rui-xing/) - [Sergey Petrakov](https://md.research.elamur.ai/free/en/authors/sergey-petrakov/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/) ## Cited by Papers of our library cite their works 61 times (of the 149,439 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lyudmila-rvanova/cited-by/). Updated 2 November 2026