Bart Vanrumste
5 papers · 2016–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
multi-task learning
(1)
anomaly detection
(1)
sentiment analysis
(1)
text classification
(1)
named entity recognition
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
synthetic data generation
(1)
novelty detection
(1)
hidden markov model
(1)
support vector machine
(1)
exploratory data analysis
(1)
label imbalance
(1)
one-class classification
(1)
extreme value theory
(1)
point pattern
(1)
demographic bia
(1)
clinical nlp
(1)
dutch language
(1)
performance disparity
(1)
Papers
An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups
NAACL 2022
Building blocks of a task-oriented dialogue system in the healthcare domain
NAACL 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text
EMNLP 2021
Intelligent Analyses on Storytelling for Impact Measurement
EMNLP 2020
One-class classification of point patterns of extremes
JMLR 2016