--- title: "Börje F. Karlsson — author profile and papers in our library" description: "Börje F. Karlsson, Pontifícia Universidade Católica do Rio de Janeiro: 2 papers on Elamur Research (2023–2024), h-index 14 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/borje-f-karlsson/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/borje-f-karlsson/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Börje F. Karlsson # Börje F. Karlsson Börje F. Karlsson has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Daniel D'souza](https://md.research.elamur.ai/free/en/authors/daniel-d-souza/), [Freddie Vargus](https://md.research.elamur.ai/free/en/authors/freddie-vargus/), [Ge Zhang](https://md.research.elamur.ai/free/en/authors/ge-zhang/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5015011965) · [ORCID](https://orcid.org/0000-0001-8925-360X) · [Wikidata](https://www.wikidata.org/wiki/Q102423282) · [**h-index 14**](https://openalex.org/authors/A5015011965) · [99 works](https://openalex.org/works?filter=author.id:A5015011965) · [942 citations](https://openalex.org/works?filter=author.id:A5015011965&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/borje-f-karlsson/#papers) · [🔗 Cited 404 times in our library](https://md.research.elamur.ai/free/en/authors/borje-f-karlsson/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5432](https://md.research.elamur.ai/free/en/paper-stars/page/55/#star-5432) 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=B%C3%B6rje+F.+Karlsson) · [Semantic Scholar](https://www.semanticscholar.org/search?q=B%C3%B6rje+F.+Karlsson) · [dblp](https://dblp.org/search?q=B%C3%B6rje+F.+Karlsson) · [ACL Anthology](https://aclanthology.org/search/?q=B%C3%B6rje+F.+Karlsson) ## Affiliations [🔬**Beijing Academy of Artificial Intelligence** Beijing · China 2022–2026 · 23 papersEmployment since 2023 · Principal Member of Technical Staff*current*](https://md.research.elamur.ai/free/en/labs/beijing-academy-of-artificial-intelligence/) · [🎓**Pontifícia Universidade Católica do Rio de Janeiro** Rio de Janeiro · Brazil 2005–2026 · 6 papersEducation until 2010 · Doctorate, Informatics Dept.*current*](https://md.research.elamur.ai/free/en/universities/pontificia-universidade-catolica-do-rio-de-janeiro/) · [🏢**Microsoft Research Asia** Beijing · China 2012–2024 · 16 papersEmployment 2012–2023 · Principal Research Eng Lead](https://md.research.elamur.ai/free/en/companies/microsoft-research-asia/) · [🏢**Microsoft** Redmond · United States 2013–2023 · 14 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Universidade Federal de Pernambuco** Recife · Brazil 2003 · 3 papersEducation until 2001 · BSc, Informatics Dept.](https://ror.org/047908t24) · [🎓**Tsinghua University** Beijing · China 2021–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Nankai University** Tianjin · China 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/nankai-university/) 🏛️**Nokia Institute of Technology (INdT)** Manaus · [Brazil](https://md.research.elamur.ai/free/en/countries/brazil/) 2008–2012Employment 2008–2012 [🎓**National University of Singapore** Singapore · Singapore 2008–2009Employment 2008–2009 · Visiting Researcher, Dept. of Electrical & Computer Engineering](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) 🏛️**Tecgraf/PUC-Rio** Rio de Janeiro · [Brazil](https://md.research.elamur.ai/free/en/countries/brazil/) 2004–2008Employment 2004–2008 From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/borje-f-karlsson/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/borje-f-karlsson/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning](https://md.research.elamur.ai/free/en/papers/singh-2024-aya-dataset-open-access-collection/)** *(2024 · 207 citations)* Instruction fine-tuning (IFT) relies on curated prompt–completion data, but nearly all such data is in English, so multilingual LLMs serve many speakers poorly. 2. **[AutoAgents: A Framework for Automatic Agent Generation](https://md.research.elamur.ai/free/en/papers/chen-2023-autoagents-framework-automatic-agent-generation/)** *(2023 · 107 citations)* Most LLM-based multi-agent systems use agents whose roles people define in advance. This makes them hard to adapt to new task types and expensive to scale. AutoAgents removes that dependence by assembling a task-specific team of expert agents automatically. ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning](https://md.research.elamur.ai/free/en/papers/singh-2024-aya-dataset-open-access-collection/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shivalika Singh, Freddie Vargus, Daniel D'souza, et al.*2024 · 207 citations* 2. **[GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition ↗](https://arxiv.org/abs/1907.05611) arXiv:1907.05611 · no summary yet**Hui Chen et al.*2019 · 119 citations* 3. [**AutoAgents: A Framework for Automatic Agent Generation arXiv:2309.17288**Guangyao Chen, Siwei Dong, Yu Shu, et al.*2023 · 107 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-autoagents-framework-automatic-agent-generation/) 4. **[Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ↗](https://aclanthology.org/2020.acl-main.581/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Qianhui Wu et al.*2020 · 94 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Daniel D'souza](https://md.research.elamur.ai/free/en/authors/daniel-d-souza/) - [Freddie Vargus](https://md.research.elamur.ai/free/en/authors/freddie-vargus/) - [Ge Zhang](https://md.research.elamur.ai/free/en/authors/ge-zhang/) - [Jie Fu](https://md.research.elamur.ai/free/en/authors/jie-fu/) - [Mike Zhang](https://md.research.elamur.ai/free/en/authors/mike-zhang/) - [Shivalika Singh](https://md.research.elamur.ai/free/en/authors/shivalika-singh/) - [Wei-Yin Ko](https://md.research.elamur.ai/free/en/authors/wei-yin-ko/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ## Cited by Papers of our library cite their works 404 times (of the 149,439 papers whose bibliographies we read); [104 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/borje-f-karlsson/cited-by/). Updated 2 November 2026