Personal profile
Biography
For an up-to-date and readable profile please go to https://john.mccr.ae
I am an associate professor at the Data Science Institute, Insight Centre for Data Analytics and ADAPT centre at the University of Galway and the leader of the Unit for Linguistic Data. I was the coordinator of the Prêt-à-LLOD project and work package leader in the ELEXIS infrastructure. My research interests include the following: Ontologies, lexicography and the lexicon-ontology interface Collaborative development and publishing of language resources Big data and data science Linked data and the Semantic Web Machine translation and multilingualism Machine learning methods for NLP Digital Humanities Under-resourced languages I obtained my PhD from the National Institute of Informatics in Tokyo under the supervision of Nigel Collier and until 2015 I was a post-doctoral researcher at Bielefeld University in Bielefeld, Germany in Prof. Philipp Cimianos group, AG Semantic Computing.
Research Interests
Ontologies, lexicography and the lexicon-ontology interface Collaborative development and publishing of language resources Big data and data science Linked data and the Semantic Web Machine translation and multilingualism Machine learning methods for NLP Digital Humanities Under-resourced languages
Related documents
Education/Academic qualification
M.Sc., PhD
External positions
Postdoctoral Researcher, Bielefeld University
1 Oct 2009 → 30 Jul 2015
Accepting PhD Students
- Accepting PhD Students
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Collaborations and top research areas from the last five years
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An Assessment of Word Separation Practices in Old Irish Text Resources and a Universal Method for Tokenising Old Irish Text
Doyle, A. & Mc Crae, J., 1 Jan 2025, Proceedings of the 5th Celtic Language Technology Workshop (CLTW 5). International Committee on Computational Linguistics, p. 1-11Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
Open Access -
Development of Old Irish Lexical Resources, and Two Universal Dependencies Treebanks for Diplomatically Edited Old Irish Text
Doyle, A. & Mc Crae, J., May 2025, Proceedings of the 5th International Conference on Natural Language Processing for Digital Humanities. Hämäläinen, M., Öhman, E., Bizzoni, Y., Miyagawa, S. & Alnajjar, K. (eds.). Association for Computational Linguistics (ACL), p. 393-402 10 p.Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
Open Access -
Developing a Part-of-speech Tagger for Diplomatically Edited Old Irish Text
Doyle, A. & Mc Crae, J., 1 May 2024, Proceedings of the Third Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA) at LREC-COLING-2024. Turin, Italy: ELRA and ICCL, p. 11-21Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
Open Access1 Citation (Scopus) -
Early Irish Analogy Dataset for Word Embedding Evaluation
Dereza, O., Fransen, T. & Mc Crae, J., 12 Feb 2024, Zenodo.Research output: Other contribution (Published) › Other contribution
Open Access -
English-to-Low-Resource Translation: A Multimodal Approach for Hindi, Malayalam, Bengali, and Hausa
Hatami, A., Banerjee, S., Arcan, M., Buitelaar, P. & McCrae, J. P., 2024, WMT 2024 - 9th Conference on Machine Translation, Proceedings of the Conference. Haddow, B., Kocmi, T., Koehn, P. & Monz, C. (eds.). Association for Computational Linguistics, p. 815-822 8 p. (Conference on Machine Translation - Proceedings; vol. 2024-November).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
2 Citations (Scopus)
Activities
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Teaching and Learning in Higher Education
Mc Crae, J. (Participant)
2021 → …Activity: Other › Education
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Bernardo Stearns
Mc Crae, J. (Primary Supervisor)
1 Sep 2012 → 2024Activity: Other › Current Postgraduates (Research) Supervised
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Margaret Waskow
Mc Crae, J. (Primary Supervisor)
1 Dec 2011 → 2024Activity: Other › Current Postgraduates (Research) Supervised
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Shubhanker Banerjee
Mc Crae, J. (Primary Supervisor)
1 Sep 2010 → 2024Activity: Other › Current Postgraduates (Research) Supervised
Prizes
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Presidents' Award for Research Excellence (Early Career Researcher)
Mc Crae, J. (Recipient), Oct 2019
Prize: Honorary award