Sweden
Country10 institutions in 5 agglomerations · all countries
About
Profile
The Sweden page gathers the Swedish research institutions represented in the library: universities, laboratories, companies and other bodies whose researchers have written at least two of the papers held on this site. It is a country-level overview for Sweden, placed within the wider directory of research institutions of all kinds. Its institutions are ordered by the cited work their scientists did there, so the list shows where the most influential Swedish research on this site was carried out. It is not a census of Swedish research in general.
The page describes the country through its institutions. It does not list researchers, individual papers or subject areas at the country level. For that detail a reader has to open the pages of the institutions themselves. What the overview does show is which Swedish institutions appear among the works here, where they are, what kind of organisation each is, and how their output and its citations compare. On those points it gives a fairly clear picture.
The institutions on the list
Uppsala University heads the list. It has the most works on the site of any Swedish institution, and the citations those works have gathered are far ahead of the rest. The citations of Uppsala's works exceed those of all the other Swedish institutions on the list put together. Among the works here, Uppsala is the main centre of Swedish research.
The University of Gothenburg comes second. It has the second-largest body of works among the Swedish institutions, well behind Uppsala but clearly ahead of the others in output. Its citation total is more modest than its output suggests: several institutions with fewer works on the site have been cited more often.
Stockholm University is third. It has a smaller set of works than Gothenburg, but those works have been cited more. Per paper, its research has drawn more attention than that of several larger contributors.
Chalmers University of Technology is fourth. It has the third-largest body of works among the Swedish institutions, but its citation total is among the lower ones on the list. This mirrors the case of Gothenburg, the city it shares with that university: a fair amount of output with comparatively limited citation so far.
Linköping University is fifth in the order, yet its works have the second-highest citation total of any Swedish institution on the site, behind only Uppsala. Its output is moderate, so its papers have on average been cited more heavily than those of most institutions ranked above it.
KTH Royal Institute of Technology is sixth. It has a small set of works with a modest citation total. Lund University follows in seventh place. Its output is similar to KTH's, but its works have been cited considerably more, placing Lund fourth among the Swedish institutions by citations.
The last three entries each have only a few works on the site. The Swedish Institute of Computer Science, the only entry that is not a university, is eighth. Luleå University of Technology is ninth. Despite its small output, Luleå's works have collected more citations than those of KTH or Chalmers. Karolinska Institutet closes the list. Its works in our library have the lowest citation total of any Swedish institution listed.
Output and citation compared
The order on the page follows neither the number of works nor the total of citations alone. It reflects the cited work the scientists did at each institution. This explains why Gothenburg ranks above Linköping and Stockholm although both have been cited more. It also explains why Luleå, with only a handful of papers but a strong citation total, sits near the bottom.
Read side by side, output and citation describe two different shapes of contribution. Some institutions, notably Uppsala, combine a large body of work with heavy citation. Others, such as the University of Gothenburg and Chalmers, contribute a broad set of papers whose citations are so far moderate. A third group, including Linköping, Stockholm University, Lund and Luleå, appears with fewer papers that have each drawn comparatively strong attention. None of these patterns says anything about Swedish research beyond this library. They describe only how these institutions appear among the works collected here.
Geography
The institutions are spread across Sweden. They cluster in the largest cities but also appear in smaller university towns in the south, centre and north.
Stockholm has the largest group on the list: Stockholm University, KTH Royal Institute of Technology and Karolinska Institutet. Nearby Kista is the home of the Swedish Institute of Computer Science, which adds a further entry to the capital region. Taken together, the Stockholm area contributes a varied set of institutions, though none of them leads the list.
Gothenburg, on the west coast, is home to the University of Gothenburg and Chalmers University of Technology. These two institutions together give the city a substantial share of the Swedish works on the site.
Uppsala, a single-institution city on this list, nonetheless provides the most cited Swedish research here through Uppsala University. Linköping and Lund each appear through their universities, both with works that have been widely cited. Luleå, in the far north, is represented by its technical university and is the northernmost city on the list.
The geography shows that, among the works here, Swedish research is not concentrated in one place. The highest-cited work comes from Uppsala, the second-highest from Linköping, and broad output from Gothenburg. The capital region adds several institutions of different kinds.
Kinds of institution
All the Swedish entries but one are universities. The exception is the Swedish Institute of Computer Science, which is listed as a nonprofit. On this site it is the only Swedish organisation outside the university sector to have researchers with more than one paper in the collection. Its name places it in computing, though the overview itself does not describe its research areas.
Several of the universities carry names that mark them as technical institutions: Chalmers University of Technology, KTH Royal Institute of Technology and Luleå University of Technology. In the library's ordering none of them is among the top three. Their combined presence still shows that engineering-oriented universities form a visible part of the Swedish contribution. The remaining universities, from Uppsala and Lund to Stockholm, Gothenburg, Linköping and Karolinska Institutet, have names that do not mark a particular discipline. The country overview does not break their work down by field.
Research strengths
The country page does not set out subject areas, topics or research units for Sweden as a whole. Statements about what Swedish research on the site is strong in therefore have to rest on the institution pages, not on this summary. What the overview supports is a claim about where the research is strong rather than in what. The most cited Swedish work in the collection comes overwhelmingly from Uppsala University, followed at a distance by Linköping University, Stockholm University and Lund University.
Readers interested in a particular discipline should open the institution pages. Each one lists that institution's works, people, topics and units as they appear on the site.
Leading scientists, landmark works and collaborations
The Swedish overview does not name individual scientists, single out particular papers, or show links between Swedish institutions and partners at home or abroad. Those details belong to the institution pages. A reader looking for the people behind Uppsala's heavily cited output, for the most cited papers from Linköping or Lund, or for co-authorship between Gothenburg and Chalmers will find them there. The country summary offers none of this information.
Using the overview
The page works as an entry point. It shows quickly which Swedish institutions appear among the works on the site, where they are, and how their output and citations compare. From there a reader can move to any institution's own page for its works and researchers, or return to the directory of all organisations to compare Sweden with other countries. Because the library keeps growing, the order and the relative standing of these institutions may shift as new papers are added. The patterns described here reflect the collection as it currently stands.
Where
Agglomerations (5)
- Uppsala1 institution11,454 citations
- Stockholm4 institutions2,692 citations
- Linköping1 institution2,217 citations
- Gothenburg2 institutions1,523 citations
- Lund1 institution1,229 citations
Institutions (10)
🎓 Universities (9)
🤝 Nonprofits (1)
People (38)
Works in our library (89)
- Knowledge GraphsAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,011 citations
- Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
- Improved Automatic Keyword Extraction Given More Linguistic KnowledgeAnette Hulth2003 · 1,097 citations
- Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
- Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
- The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic DependenciesMihai Surdeanu, Richard Johansson, Adam Meyers, et al.2008 · 728 citations
- Algorithms for Deterministic Incremental Dependency ParsingJoakim Nivre2008 · 643 citations
- The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
- Universal Stanford dependencies: A cross-linguistic typologyMarie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, et al.2014 · 626 citations
- CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
- Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
- MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
- A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
- Non-Projective Dependency Parsing in Expected Linear TimeJoakim Nivre2009 · 357 citations
- Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
- SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
- Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureOscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 340 citations
- Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2020 · 326 citations
- CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
- Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
- Multilingual Semantic Role LabelingAnders Björkelund, Love Hafdell, Pierre Nugues2009 · 281 citations
- Getting Gender Right in Neural Machine TranslationEva Vanmassenhove, Christian Hardmeier, Andy Way2018 · 281 citations
- Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
- Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
- The PARSEME Shared Task on Automatic Identification of Verbal Multiword ExpressionsAgata Savary, Carlos Ramisch, Silvio Cordeiro, et al.2017 · 205 citations
Topics
Universal Dependencies (19) Multilingual & cross-lingual NLP (13) Dependency parsing (11) Semantic role labeling (8) Semitic languages (8) Machine translation (7) Coreference resolution (5) Treebanks (5) Evaluation & benchmarks (5) Discourse analysis (4) Morphology (4) Named entity recognition (3) Hebrew & Aramaic (3) Syntax & grammar formalisms (3) Grammatical error correction & learner language (3) Part-of-speech tagging (2) Language models & pretraining (2) Vision & language (2) Historical linguistics & language change (2) Sentiment & emotion (1) Dialogue systems (1) Speech & spoken language (1) Lexical semantics & word embeddings (1) Knowledge graphs & ontologies (1) Latin (1) Semantic parsing & meaning representation (1) Bias, fairness & safety (1) Idioms & multiword expressions (1)
Fields
Linguistics & languages (72) Natural language processing (24) Machine translation (9) Computing & GPUs (2) Education (2) AI & machine learning (1) Mathematics & statistics (1) History & humanities (1)
Works by year
This page in Markdown → https://md.research.elamur.ai/free/en/countries/sweden/