Danushka Bollegala

University of Liverpool — United Kingdom

Computer Science · Physical Sciences

33h-index3.7kcitations321works1.22yr avg
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Research Topics

Topic Modeling(200), Natural Language Processing Techniques(161), Text and Document Classification Technologies(45), Advanced Text Analysis Techniques(40), Speech and dialogue systems(24)

Publications321 total

Neuron-Level Analysis of Cultural Understanding in Large Language Models
arXiv (Cornell University)·2025Open Access
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
arXiv (Cornell University)·2025Open Access
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
arXiv (Cornell University)·2025Open Access
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models
2025
Developing an AI-Assisted Tool That Identifies Patients With Multimorbidity and Complex Polypharmacy to Improve the Process of Medication Reviews: Qualitative Interview and Focus Group Study
Journal of Medical Internet Research·2025Open Access
Evaluating the Evaluation of Diversity in Commonsense Generation
arXiv (Cornell University)·2025Open Access
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
arXiv (Cornell University)·2025Open Access
Evaluating the Effect of Retrieval Augmentation on Social Biases
arXiv (Cornell University)·2025Open Access
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
2025Open Access
Evaluating the Evaluation of Diversity in Commonsense Generation
2025
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
2025Open Access
Adaptive Relation-Specific Ensemble Learning for Knowledge Graph Completion
SSRN Electronic Journal·2025Open Access
Attitudes towards deprescribing in patients with multimorbidity and polypharmacy in primary care
2024Open Access
A Metric Differential Privacy Mechanism for Sentence Embeddings
ACM Transactions on Privacy and Security·2024· 3 citedOpen Access
Patient History Visualization for Structured Medication Reviews: a design study
2024Open Access
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
arXiv (Cornell University)·2024Open Access
Community knowledge graph abstraction for enhanced link prediction: A study on PubMed knowledge graph
Journal of Biomedical Informatics·2024· 3 citedOpen Access
A qualitative exploration of barriers to efficient and effective structured medication reviews in primary care: Findings from the DynAIRx study
PLoS ONE·2024· 6 citedOpen Access
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models
2024
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Mitsuru Ishizuka(19), Yutaka Matsuo(7), Masahiro Kaneko(5), Naoaki Okazaki(5), Yutaka Matsuo(4), Takanori Maehara(4), Mohammed Alsuhaibani(3), Ken‐ichi Kawarabayashi(3), David Weir(2), John M. Carroll(2), Katie Atkinson(2), R. J. Sloane(2), Simon Maskell(2), Munir Pirmohamed(2), Junichiro Mori(2), Hugo Hernault(2), Frans Coenen(2), Yutaka Matsuo(1), Trevor Bench‐Capon(1), Orod Osanlou(1)