Richard Dobson
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(24)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
ACL (4)
EMNLP (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Research topics
Keywords
named entity recognition
(4)
electronic health record
(3)
biomedical text
(2)
model training
(2)
active learning
(2)
in-context learning
(1)
text classification
(1)
benchmark evaluation
(1)
prompt engineering
(1)
natural language processing
(1)
text annotation
(1)
bert model
(1)
temporal classification
(1)
support vector machine
(1)
task decomposition
(1)
question answering
(1)
entity linking
(1)
privacy leakage
(1)
domain adaptation
(1)
differential privacy
(1)
Papers
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
A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records
ACL 2025
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset
ACL 2020
Comparative Analysis of Text Classification Approaches in Electronic Health Records
ACL 2020
Comparing Natural Language Processing Techniques for Alzheimerβs Dementia Prediction in Spontaneous Speech
INTERSPEECH 2020
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
EMNLP 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
IJCNLP 2019