Richard Dobson
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Healthcare & Medicine
(6)
Clinical
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(4)
Core Methods
(4)
Applications
(3)
Learning Types
(3)
Deep Learning
(2)
Application Areas
(2)
Resources & Methods
(2)
Understanding
(2)
Security & Privacy
(1)
Speech & Audio
(1)
Keywords
electronic health record
(3)
named entity recognition
(3)
benchmark evaluation
(1)
natural language processing
(1)
text classification
(1)
in-context learning
(1)
question answering
(1)
model training
(1)
prompt engineering
(1)
entity linking
(1)
bert model
(1)
temporal classification
(1)
machine learning
(1)
support vector machine
(1)
domain adaptation
(1)
active learning
(1)
task decomposition
(1)
privacy leakage
(1)
biomedical text
(1)
differential privacy
(1)
Papers
A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records
ACL 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering
ACL 2025
Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies
NAACL 2025
Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction
Interspeech 2025
Comparative Analysis of Text Classification Approaches in Electronic Health Records
ACL 2020
Comparing Natural Language Processing Techniques for Alzheimer’s Dementia Prediction in Spontaneous Speech
Interspeech 2020
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset
ACL 2020
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
EMNLP 2019