Dr Daniel Beck
Honorary Senior Fellow
School of Computing and Information Systems
54 Scholarly works
4 Projects
HIGHLIGHTS
2026
Conference Proceedings
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation
DOI: 10.18653/v1/2026.findings-eacl.2692025
Journal article
Enriched knowledge representation in biological fields: a case study of literature-based discovery in Alzheimer’s disease
DOI: 10.1186/s13326-025-00328-32025
Journal article
Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
DOI: 10.1115/1.40672272024
Journal article
Bayesian changepoint models for amyloid‐centric synchronisation of biomarker trajectories in AIBL
DOI: 10.1002/alz.0906152024
Conference Proceedings
Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering
DOI: 10.18653/v1/2024.bionlp-1.392020
Research Contracts
Development of Multimodal Pretraining and Representation Methods for Document Processing - Fujitsu Laboratories LTD
2019
Conference Proceedings
Accelerated query processing via similarity score prediction
DOI: 10.1145/3331184.3331207
RECENT SCHOLARLY WORKS
2023
Journal article
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis
DOI: 10.1016/j.neuroimage.2023.1202792023
Journal article
Graph embedding-based link prediction for literature-based discovery in Alzheimer's Disease
DOI: 10.1016/j.jbi.2023.1044642023
Journal article
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study
DOI: 10.1145/35655722023
Journal article
Modeling Emotion Dynamics in Song Lyrics with State Space Models
DOI: 10.1162/tacl_a_005412023
Conference Proceedings
Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks
DOI: 10.18653/v1/2023.eacl-main.131
RECENT PROJECTS
2023
Research Grant
Oracle Gift - Towards Robust NLP: Out-of-Distribution Benchmarks and Multi-Task Fine-Tuning
2022
Internal Research Grant
Robust Natural Language Processing for Healthcare
2018
Research Grant
Nearest Neighbor Search Over Vector Space Representations of Massive Corpora: An Application to Low-Resource NMT