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 Ireland

Country8 institutions in 2 agglomerations · all countries

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Research institutions in Ireland is the country entry in this library's directory of research organisations. It gathers the universities, research institutes and companies based in Ireland whose researchers wrote at least two of the papers held on this site. The entry is ranked, and the order reflects how much the cited work of each institution's scientists was carried out at that institution, not size, age or standing in a wider sense. It sits within the library's general index of organisations of all kinds, where Irish bodies appear alongside those of other countries.

The Irish group here is small and concentrated. It has eight institutions of three kinds: four universities, three research institutes and one company. Seven of the eight are in Dublin. The other is in Galway. Everything below describes Irish research only as it appears among the works in our library. It is not a census of research in Ireland as a whole, and an institution's place here says nothing about its position in any field beyond this collection.

The institutions and their order

Dublin City University heads the list. It is a university in Dublin, and it has by a wide margin the largest body of works in our library of any Irish institution. It also has the largest share of citations attached to those works. Among the Irish entries it is the clear centre of gravity. Its share of works and citations is larger than that of all the other Irish institutions combined.

Trinity College Dublin comes second. It is also a university in Dublin, with a much smaller set of works here than Dublin City University. Third is Ollscoil na Gaillimhe – University of Galway, the only institution outside the capital. Galway has slightly fewer works in our library than Trinity, yet more citations are attached to them. Trinity still ranks above it. That gap shows that the ranking does not simply follow raw citation totals. It weighs the cited work that scientists did while at each institution.

The fourth and fifth places go to two research institutes in Dublin. ADAPT - Centre for Digital Content Technology comes first of the two, and IBM Research - Ireland follows. ADAPT has a few works here and IBM Research - Ireland has slightly more. ADAPT's works carry more citations, which fits its higher place.

University College Dublin is sixth. This is the second clear case where the order and the citation totals part ways. University College Dublin has more citations attached to its works in our library than Trinity, ADAPT or IBM Research - Ireland, but it is listed below all three. Its small number of works matches that of IBM Research - Ireland. As with Galway, the difference comes from the ranking method, which credits work by where it was done rather than counting every citation of every paper that names the institution.

The last two places go to IBM (Ireland), listed as a company in Dublin, and Insight SFI Research Centre for Data Analytics, a research institute in Dublin. Each has only a handful of works here. Insight's works carry more citations than those of IBM (Ireland), yet the company is listed above the institute, which again reflects the ranking method.

Research strengths

The directory entry for Ireland names institutions but does not list topics, research units or individual papers. Any account of subject strengths therefore has to rest on what the institutions themselves are and what they are called, and should be read with that limit in mind.

Two of the three research institutes say their subject in their names. ADAPT describes itself as a centre for digital content technology. Insight describes itself as a research centre for data analytics. Both, as their names suggest, are oriented towards computing and information. The presence of IBM in two forms, as a research institute and as a company, points the same way, towards research done in or with industry. Together these bodies suggest that, on this site, much of Ireland's institutional research comes from computing-related centres and corporate laboratories as well as from the universities.

The universities are general institutions, and their names do not reveal subject areas. Dublin City University's very large lead over the others means its subject profile shapes Ireland's presence here more than anything else does. Readers who want to know which fields that covers should go to the university's own entry, where its works and topics are set out. The same applies to Trinity College Dublin, the University of Galway and University College Dublin. Each has its own entry in the library with details that the country listing does not repeat.

Leading scientists and landmark works

The country entry does not name individual researchers and does not list particular papers, so neither the most active scientists nor the most cited works can be identified from it. These details sit one level down, on the pages of the eight institutions. For any of them, the people who did the cited work and the papers that drew the most attention are listed under the institution itself. Readers wanting to know who has driven Ireland's research on this site should start with Dublin City University, which accounts for the bulk of it. They can then turn to the smaller but notable contributions of Galway, Trinity College Dublin and University College Dublin.

Kinds of institution

The mix of institution types is one of the clearer features of the Irish entry. Universities make up half the list and hold its top three places, as well as the sixth. Research institutes fill three places, and the company fills one. Universities therefore dominate in both rank and volume. Even so, the non-university bodies taken together are visible, holding places between the universities and at the foot of the list.

The two IBM entries deserve a separate note. The directory keeps IBM Research - Ireland, classed as a research institute, apart from IBM (Ireland), classed as a company. Both are in Dublin. The research institute has more works in our library and more citations than the company entry, and it ranks above it. Treating them as two entries means that research attributed to the corporate laboratory and research attributed to the company more broadly are counted separately.

Geography

Irish research on this site is overwhelmingly a Dublin affair. Three of the four universities are in the capital, as are all three research institutes and the company. The University of Galway is the one institution outside Dublin. It ranks third overall and carries more citations than any Irish institution except Dublin City University. So although the geography is narrow, the single non-Dublin institution makes up a substantial part of the whole.

The concentration in one city also means the Irish entry looks much like a picture of research in Dublin. Most of the ranked activity is in the capital, and the work at Dublin City University, Trinity College Dublin, University College Dublin and the city's research centres and corporate laboratory forms nearly all of it.

Collaborations

The country listing does not show co-authorship links, partner institutions or partner countries. It cannot say, for example, whether the Dublin research centres publish mainly with the city's universities, or how far Irish institutions work with partners abroad. Those connections, where the library records them, appear on the individual institution pages. Several of the bodies listed are themselves joint ventures in kind, such as university-linked research centres and a corporate research laboratory, but the entry does not describe how they are tied to one another.

Over time

The Irish entry gives no years, so it cannot show how the works spread over time or how the balance among institutions has shifted. Any account of when Irish research on this site grew, or which institutions joined at which point, has to come from the works listed under each institution. As the library adds papers, the order and relative weight of the eight institutions may change. New Irish bodies may also appear once their researchers have contributed enough works to qualify.

Using the entry

The Ireland entry is best read as a map rather than a summary. It shows which Irish institutions are present on this site, of what kind and in which city, and how they compare in the cited work done there. It points to Dublin City University as the main contributor. It shows a second tier made up of Trinity College Dublin, the University of Galway and University College Dublin. It also shows a group of research centres and IBM bodies whose names point towards digital content, data analytics and industrial research. For the people, papers, topics and partners behind these placings, the institution pages linked above are the next step.

 Where

Agglomerations (2)

  1. Dublin7 institutions13,507 citations
  2. Galway1 institution1,853 citations

 Institutions (8)

🎓 Universities (4)

🔬 Labs and research institutes (3)

🏢 Companies (1)

See all 8 institutions →

 People (34)

Authors with a page confirmed at its institutions, the most cited first.

See all 34 people →

 Works in our library (84)

Works of its institutions, the most cited first.

  1. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  2. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  3. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
  4. Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 685 citations
  5. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchChris Hokamp, Qun Liu2017 · 520 citations
  6. Benchmarking Aggression Identification in Social MediaRitesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 507 citations
  7. Findings of the 2015 Workshop on Statistical Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 461 citations
  8. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
  9. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 396 citations
  10. Fracking Sarcasm using Neural NetworkAniruddha Ghosh, Tony Veale2016 · 350 citations
  11. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
  12. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationAntonio Toral, Sheila Castilho, Ke Hu, et al.2018 · 321 citations
  13. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  14. Show Me Your Evidence - an Automatic Method for Context Dependent Evidence DetectionRuty Rinott, Lena Dankin, Carlos Alzate Perez, et al.2015 · 296 citations
  15. Document-Level Machine Translation with Large Language ModelsLongyue Wang, Chenyang Lyu, Tianbo Ji, et al.2023 · 295 citations
  16. Exploiting Cross-Sentence Context for Neural Machine TranslationLongyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
  17. Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big ChallengesQingsong Ma, Johnny Wei, Ondřej Bojar, et al.2019 · 283 citations
  18. Diachronic word embeddings and semantic shifts: a surveyAndrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, et al.2018 · 282 citations
  19. Getting Gender Right in Neural Machine TranslationEva Vanmassenhove, Christian Hardmeier, Andy Way2018 · 281 citations
  20. 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
  21. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  22. Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English TextBharathi Raja Chakravarthi, Vigneshwaran Muralidaran, Ruba Priyadharshini, et al.2020 · 234 citations
  23. Results of the WMT17 Metrics Shared TaskOndřej Bojar, Yvette Graham, Amir Kamran2017 · 210 citations
  24. Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGEYvette Graham2015 · 208 citations
  25. PET: a Tool for Post-editing and Assessing Machine TranslationWilker Aziz, Sheila Castilho, Lucia Specia2012 · 206 citations

See all 84 works →

 Topics

Topics of its works in our library, with the number of works on each.

 Machine translation (30) Evaluation & benchmarks (23) Text generation (6) Semitic languages (6) Sentiment & emotion (5) Coreference resolution (4) Multilingual & cross-lingual NLP (4) Morphology (4) Syntax & grammar formalisms (3) Discourse analysis (2) Dependency parsing (2) Universal Dependencies (2) Dialogue systems (2) Low-resource languages (2) Historical linguistics & language change (2) Speech act theory (1) Question answering (1) Summarization (1) Speech & spoken language (1) Hebrew & Aramaic (1) Semantic parsing & meaning representation (1) Psycholinguistics & language acquisition (1) Grammatical error correction & learner language (1) Idioms & multiword expressions (1)

 Fields

 Linguistics & languages (61) Machine translation (33) Natural language processing (27) AI & machine learning (2) Mathematics & statistics (1) Education (1)

 Works by year

20102020

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