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Building blocks of a task-oriented dialogue system in the healthcare domain
There has been significant progress in dialogue systems research.
An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups
This study aims to investigate further imbalance in a medical code prediction dataset in terms of demographic variables and analyse performance differences in demographic groups.
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text
Also, we propose a novel multi-task temporal information extraction model and investigate whether multi-task learning can contribute to performance improvement by exploiting additional training signals with the existing training data.
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