--- title: "Mikko Tolonen — author profile and papers — Elamur Research" description: "Mikko Tolonen, University of Helsinki: 3 papers on Elamur Research (2026), h-index 14 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/mikko-tolonen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mikko-tolonen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mikko Tolonen # Mikko Tolonen Mikko Tolonen has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Latin](https://md.research.elamur.ai/free/en/topics/latin/); often with [Eetu Mäkelä](https://md.research.elamur.ai/free/en/authors/eetu-makela/), [Ke Shu](https://md.research.elamur.ai/free/en/authors/ke-shu/), [Yu Wu](https://md.research.elamur.ai/free/en/authors/yu-wu/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5080296686) · [ORCID](https://orcid.org/0000-0003-2892-8911) · [Wikidata](https://www.wikidata.org/wiki/Q58352579) · [**h-index 14**](https://openalex.org/authors/A5080296686) · [133 works](https://openalex.org/works?filter=author.id:A5080296686) · [636 citations](https://openalex.org/works?filter=author.id:A5080296686&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mikko-tolonen/#papers) · 🔗 Cited 1 time in our library · [⭐ Paper Stars ranking: #11076](https://md.research.elamur.ai/free/en/paper-stars/page/111/#star-11076) 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=Mikko+Tolonen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mikko+Tolonen) · [dblp](https://dblp.org/search?q=Mikko+Tolonen) · [ACL Anthology](https://aclanthology.org/search/?q=Mikko+Tolonen) ## Affiliations [🎓**University of Helsinki** Helsinki · Finland 2008–2026 · 84 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Literature and Literary Theory · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/literature-and-literary-theory/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Latin · 1 work](https://md.research.elamur.ai/free/en/topics/latin/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/mikko-tolonen/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Comhis at SemEval-2026 Task 4: Embedding-Space Adaptation and LLM-Assisted Inference for Narrative Similarity](https://md.research.elamur.ai/free/en/papers/shu-2026-comhis-semeval-2026-task-4/)** *(2026 · 1 citation)* This paper describes the Comhis team's entry to SemEval-2026 Task 4. The task asks which of two candidate stories is narratively closer to an anchor story, judged by theme, course of action and outcome rather than word overlap. The system has two stages. 2. **[Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke](https://md.research.elamur.ai/free/en/papers/wu-2026-matching-meaning-scale-evaluating-semantic/)** *(2026 · 1 citation)* Research on how ideas spread through 18th-century print has mostly relied on lexical text reuse detection. 3. **[Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark](https://md.research.elamur.ai/free/en/papers/wu-2026-detecting-latin-historical-books-large/)** *(2026)* The paper addresses a gap in historical NLP: finding Latin passages embedded in mostly English 18th-century books. ## Co-authors here 5 co-authors with a page, the most papers together first. - [Eetu Mäkelä](https://md.research.elamur.ai/free/en/authors/eetu-makela/) ×2 - [Ke Shu](https://md.research.elamur.ai/free/en/authors/ke-shu/) ×2 - [Yu Wu](https://md.research.elamur.ai/free/en/authors/yu-wu/) ×2 - [Filip Ginter](https://md.research.elamur.ai/free/en/authors/filip-ginter/) - [Lidia Pivovarova](https://md.research.elamur.ai/free/en/authors/lidia-pivovarova/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/) - [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/): [International Conference on Natural Language Processing for the Digital Humanities 2026](https://md.research.elamur.ai/free/en/venues/nlp4dh/2026/) - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/): [SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/) ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026