--- title: "Vasily Konovalov — author profile and papers in our library" description: "Vasily Konovalov, MIREA - Russian Technological University: 4 papers on Elamur Research (2025–2026), h-index 6 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/vasily-konovalov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/vasily-konovalov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Vasily Konovalov # Vasily Konovalov Vasily Konovalov has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Lexical semantics & word embeddings](https://md.research.elamur.ai/free/en/topics/lexical-semantics/), [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/); often with [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/), [Nikolay Ivanov](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/), [Daria Galimzianova](https://md.research.elamur.ai/free/en/authors/daria-galimzianova/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5080930394) · [ORCID](https://orcid.org/0000-0002-4745-4718) · [**h-index 6**](https://openalex.org/authors/A5080930394) · [50 works](https://openalex.org/works?filter=author.id:A5080930394) · [84 citations](https://openalex.org/works?filter=author.id:A5080930394&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/#papers) · [🔗 Cited 15 times in our library](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/cited-by/) · [⭐ Paper Stars ranking: #8981](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8981) 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=Vasily+Konovalov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Vasily+Konovalov) · [dblp](https://dblp.org/search?q=Vasily+Konovalov) · [ACL Anthology](https://aclanthology.org/search/?q=Vasily+Konovalov) ## Affiliations [🤝**AIRI - Artificial Intelligence Research Institute** Moscow · Russia 2024–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/ngos/airi-artificial-intelligence-research-institute/) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🎓**MIREA - Russian Technological University** Moscow · Russia 2026 · 1 paper*current*](https://ror.org/04qrtgy16) · [🎓**Moscow Institute of Physics and Technology** Dolgoprudny · Russia 2020–2025 · 24 papers](https://md.research.elamur.ai/free/en/universities/moscow-institute-of-physics-and-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 11 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Philosophy · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/philosophy/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 6 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Historical linguistics & language change · 1 work](https://md.research.elamur.ai/free/en/topics/language-change/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Lexical semantics & word embeddings · 1 work](https://md.research.elamur.ai/free/en/topics/lexical-semantics/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home](https://md.research.elamur.ai/free/en/papers/moskvoretskii-2025-adaptive-retrieval-without-self-knowledge/)** *(2025 · 21 citations)* Adaptive retrieval lets an LLM decide for each question whether it needs external documents. The goal is to keep the accuracy benefits of RAG without paying for retrieval that is unnecessary or even misleading. Recent pipelines for this task are usually judged on answer quality and retrieval counts. They rarely… 2. **[DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness](https://md.research.elamur.ai/free/en/papers/nikolaev-2026-deeppavlov-strikes-back-toolkit-improving/)** *(2026)* DeepPavlov 1.1 adapts the long-running open-source DeepPavlov framework to LLM-centric pipelines. LLM systems with retrieval can produce unfaithful, unnecessary or harmful output, and established toolkits such as spaCy, Stanza and Flair offer no components for checking this. The release keeps the classical linguistic… 3. **[Fine-Grained Semantic Comparison of Legal Documents using LLMs](https://md.research.elamur.ai/free/en/papers/rykov-2026-fine-grained-semantic-comparison-legal/)** *(2026)* Legal and regulatory documents in large organizations are revised often, and these revisions can introduce contradictions that reviewers miss. 4. **[Using BERT to Explore Lexical Semantic Change of Prepositions](https://md.research.elamur.ai/free/en/papers/radchankava-2026-bert-explore-lexical-semantic-change/)** *(2026)* Prepositions are very polysemous and sit between grammatical and lexical words, yet NLP has given them little attention. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/) ×2 - [Nikolay Ivanov](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/) ×2 - [Daria Galimzianova](https://md.research.elamur.ai/free/en/authors/daria-galimzianova/) - [Irina Nikishina](https://md.research.elamur.ai/free/en/authors/irina-nikishina/) - [Maria Marina](https://md.research.elamur.ai/free/en/authors/maria-marina/) - [Mikhail Salnikov](https://md.research.elamur.ai/free/en/authors/mikhail-salnikov/) - [Sergey Pletenev](https://md.research.elamur.ai/free/en/authors/sergey-pletenev/) - [Valentin Malykh](https://md.research.elamur.ai/free/en/authors/valentin-malykh/) - [Viktor Moskvoretskii](https://md.research.elamur.ai/free/en/authors/viktor-moskvoretskii/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Proceedings for the International Workshop on Computational Approaches to Language Change](https://md.research.elamur.ai/free/en/venues/lchange/): [Proceedings for the International Workshop on Computational Approaches to Language Change 2026](https://md.research.elamur.ai/free/en/venues/lchange/2026/) ## Cited by Papers of our library cite their works 15 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/cited-by/). Updated 1 November 2026