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Börje F. Karlsson

Börje F. Karlsson has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Daniel D'souza, Freddie Vargus, Ge Zhang.

2 papers in our library · 2023–2024

OpenAlex · ORCID · Wikidata · h-index 14 · 99 works · 942 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 404 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5432

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🔬Beijing Academy of Artificial IntelligenceBeijing · China2022–2026 · 23 papersEmployment since 2023 · Principal Member of Technical Staffcurrent🎓Pontifícia Universidade Católica do Rio de JaneiroRio de Janeiro · Brazil2005–2026 · 6 papersEducation until 2010 · Doctorate, Informatics Dept.current🏢Microsoft Research AsiaBeijing · China2012–2024 · 16 papersEmployment 2012–2023 · Principal Research Eng Lead🏢MicrosoftRedmond · United States2013–2023 · 14 papers🎓Universidade Federal de PernambucoRecife · Brazil2003 · 3 papersEducation until 2001 · BSc, Informatics Dept.🎓Tsinghua UniversityBeijing · China2021–2023 · 2 papers🎓Nankai UniversityTianjin · China2022 · 2 papers
🏛️Nokia Institute of Technology (INdT)Manaus · Brazil2008–2012Employment 2008–2012
🎓National University of SingaporeSingapore · Singapore2008–2009Employment 2008–2009 · Visiting Researcher, Dept. of Electrical & Computer Engineering
🏛️Tecgraf/PUC-RioRio de Janeiro · Brazil2004–2008Employment 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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 work

 Works by year

2020s

20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning (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 (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 TuningAnnual Meeting of the Association for Computational Linguistics (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 ↗arXiv:1907.05611 · no summary yetHui Chen et al.2019 · 119 citations
  3. AutoAgents: A Framework for Automatic Agent GenerationarXiv:2309.17288Guangyao Chen, Siwei Dong, Yu Shu, et al.2023 · 107 citations
  4. Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetQianhui Wu et al.2020 · 94 citations

 Co-authors here

7 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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