--- title: "Nikolay Ivanov — author profile and papers — Elamur Research" description: "Nikolay Ivanov, École Polytechnique Fédérale de Lausanne: 2 papers on Elamur Research (2025–2026), h-index 2 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/nikolay-ivanov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nikolay-ivanov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nikolay Ivanov # Nikolay Ivanov Nikolay Ivanov has 2 papers in our library, in 2025–2026, most of them on [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/), [Vasily Konovalov](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/), [Daria Galimzianova](https://md.research.elamur.ai/free/en/authors/daria-galimzianova/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5103235867) · [ORCID](https://orcid.org/0000-0002-9241-2568) · [**h-index 2**](https://openalex.org/authors/A5103235867) · [8 works](https://openalex.org/works?filter=author.id:A5103235867) · [19 citations](https://openalex.org/works?filter=author.id:A5103235867&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/#papers) · [🔗 Cited 15 times in our library](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/cited-by/) · [⭐ Paper Stars ranking: #9026](https://md.research.elamur.ai/free/en/paper-stars/page/91/#star-9026) 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=Nikolay+Ivanov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nikolay+Ivanov) · [dblp](https://dblp.org/search?q=Nikolay+Ivanov) · [ACL Anthology](https://aclanthology.org/search/?q=Nikolay+Ivanov) ## Affiliations [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 · 2 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 · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 1 work](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 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/nikolay-ivanov/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. **[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. ## 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 - [Vasily Konovalov](https://md.research.elamur.ai/free/en/authors/vasily-konovalov/) ×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/) ## 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/nikolay-ivanov/cited-by/). Updated 1 November 2026