Dietwig Lowet
3 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Research topics
Keywords
multi-task learning
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
synthetic data generation
(1)
exploratory data analysis
(1)
label imbalance
(1)
demographic bia
(1)
clinical nlp
(1)
performance disparity
(1)
health text mining
(1)
healthcare text
(1)
temporal information extraction
(1)
human-centric evaluation
(1)
medical code prediction
(1)
healthcare dialogue system
(1)
privacy-preserving collection
(1)
medical knowledge grounding
(1)
crowd-sourced data generation
(1)
health text processing
(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