[Mova](https://md.mova.elamur.ai/free/en/) · [this page in HTML](https://mova.elamur.ai/free/en/docs/papers/authors/aarne-ranta/) [home](https://md.mova.elamur.ai/free/en/) / [docs](https://md.mova.elamur.ai/free/en/docs/) / [papers](https://md.mova.elamur.ai/free/en/docs/papers/) / [authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/) / Aarne Ranta # Aarne Ranta 6 paper cards in Mova's library · 2010–2021 Aarne Ranta wrote 6 of the papers Mova reads, in 2010–2021, most of them on [Machine translation](https://md.mova.elamur.ai/free/en/docs/papers/topics/machine-translation/), [Word sense disambiguation](https://md.mova.elamur.ai/free/en/docs/papers/topics/word-sense-disambiguation/), [Treebanks](https://md.mova.elamur.ai/free/en/docs/papers/topics/treebanks/); often with [Krasimir Angelov](https://md.mova.elamur.ai/free/en/docs/papers/authors/krasimir-angelov/), [Prasanth Kolachina](https://md.mova.elamur.ai/free/en/docs/papers/authors/prasanth-kolachina/), [Thomas Hallgren](https://md.mova.elamur.ai/free/en/docs/papers/authors/thomas-hallgren/). [OpenAlex](https://openalex.org/A5054491296) · [ORCID](https://orcid.org/0000-0002-5060-1598) · [**h-index 23**](https://openalex.org/authors/A5054491296) · [2767 citations](https://openalex.org/authors/A5054491296) · [225 works](https://openalex.org/works?filter=author.id:A5054491296) — openalex, 2026-10-18 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=Aarne+Ranta) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Aarne+Ranta) · [dblp](https://dblp.org/search?q=Aarne+Ranta) · [ACL Anthology](https://aclanthology.org/search/?q=Aarne+Ranta) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Aarne+Ranta) Topics: [Machine translation](https://md.mova.elamur.ai/free/en/docs/papers/topics/machine-translation/) 6 · [Word sense disambiguation](https://md.mova.elamur.ai/free/en/docs/papers/topics/word-sense-disambiguation/) 1 · [Treebanks](https://md.mova.elamur.ai/free/en/docs/papers/topics/treebanks/) 1 ## Papers 1. **[Grammar-Based Concept Alignment for Domain-Specific Machine Translation](https://md.mova.elamur.ai/free/en/docs/papers/masciolini-2021-grammar-based-concept-alignment-domain/)** *(2021)* The paper proposes concept alignment (CA) from parallel sentences in a grammar-based way, to build the translation lexicon of a domain-specific GF system. 2. **[Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust Pipelines](https://md.mova.elamur.ai/free/en/docs/papers/ranta-2020-abstract-syntax-as-interlingua-scaling/)** *(2020)* A survey of Grammatical Framework (GF) as an interlingua: one shared abstract syntax, with a concrete grammar per language, over forty languages in the resource library. 3. **[Grammatical Framework: an Interlingual Grammar Formalism](https://md.mova.elamur.ai/free/en/docs/papers/ranta-2019-grammatical-framework-interlingual-grammar-formalism/)** *(2019)* A two-page tutorial outline for Grammatical Framework (GF), a grammar formalism started in 1998 for interlingual translation. 4. **[International translation in the Grammatical Framework (GF)](https://md.mova.elamur.ai/free/en/docs/papers/ranta-2016-international-translation-grammatical-framework-gf/)** *(2016)* A short demo announcement for the Grammatical Framework (GF), an open-source formalism for multilingual grammars that share one abstract syntax, which serves as an interlingua. 5. **[Developing an interlingual translation lexicon using WordNets and Grammatical Framework](https://md.mova.elamur.ai/free/en/docs/papers/virk-2014-developing-interlingual-translation-lexicon-wordnets/)** *(2014)* Grammatical Framework (GF) translates through an abstract syntax, and its usual lexicons give one target word per source word. 6. **[Tools for Multilingual Grammar-Based Translation on the Web](https://md.mova.elamur.ai/free/en/docs/papers/ranta-2010-tools-multilingual-grammar-based-translation/)** *(2010)* A system demonstration of tools for restricted-language translation on the web, built on GF. The authors argue that precision-oriented translation fits producers of content, whose input is predictable and limited to their own domain, and they name two problems that block it: the cost of building a translator for each… ## Co-authors (9) - [Krasimir Angelov](https://md.mova.elamur.ai/free/en/docs/papers/authors/krasimir-angelov/) ×3 - [Prasanth Kolachina](https://md.mova.elamur.ai/free/en/docs/papers/authors/prasanth-kolachina/) ×2 - [Thomas Hallgren](https://md.mova.elamur.ai/free/en/docs/papers/authors/thomas-hallgren/) ×2 - [Arianna Masciolini](https://md.mova.elamur.ai/free/en/docs/papers/authors/arianna-masciolini/) - Inari Listenmaa - K.V.S. Prasad - Kasimir Angelov - [Normunds Gruzitis](https://md.mova.elamur.ai/free/en/docs/papers/authors/normunds-gruzitis/) - Shafqat Mumtaz Virk - [next → Aaron D. Hornkohl](https://md.mova.elamur.ai/free/en/docs/papers/authors/aaron-d-hornkohl/) - [↑ back to Authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/)