Research output per year
Research output per year
Personal profile
Research interests
Machine Learning, Bias in AI, NLP, Case-based Reasoning, Concept Drift, Active Learning
Professional Information
Co-Director of SFI Centre for Research Training in Machine Learning (ML-Labs)
CeADAR@TU Dublin Lead 2014-2018
Education/Academic qualification
PhD
Award Date: 1 Jan 2006
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Dive into the research topics where Sarah Jane Delany is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Analysis of blood-based DNA Methylation signatures of aging and disease progression in IBD patients
Doherty, T., McDermott, E., Delany, S. J., Mulcahy, H. & Murphy, T., 10 Feb 2025.Research output: Working paper › Preprint
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International Mobility for PhD Students: Key Learnings
Alm, C., Bailey, R., Delany, S. J., Ifrim, G., MacNamee, B., Rantanen, E. & Sahin, F., 18 Feb 2025, SIGCSE TS 2025 - Proceedings of the 56th ACM Technical Symposium on Computer Science Education. p. 1363-1364 2 p. (SIGCSE TS 2025 - Proceedings of the 56th ACM Technical Symposium on Computer Science Education; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Explainable Approach to Understanding Gender Stereotype Text
Jeyaraj, M. N. & Delany, S. J., 2024, GeBNLP 2024 - 5th Workshop on Gender Bias in Natural Language Processing, Proceedings of the Workshop. Falenska, A., Basta, C., Costa-jussa, M., Goldfarb-Tarrant, S. & Nozza, D. (eds.). Association for Computational Linguistics (ACL), p. 45-59 15 p. (GeBNLP 2024 - 5th Workshop on Gender Bias in Natural Language Processing, Proceedings of the Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Applying Prompts and Parameter-Efficient Methods to Enhance Single-Stream Vision-Language Transformers
Liu, X., Delany, S. J. & McKeever, S., 2024, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Vol. 2. p. 501-508 8 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Classifying the content of online notepad services using active learning
Al-Nabki, M. W., Fidalgo, E., Alegre, E., Delany, S. J. & Jáñez-Martino, F., 17 Oct 2024, In: Journal of Intelligent Information Systems.Research output: Contribution to journal › Article › peer-review
Open AccessFile