Search Results for author: Heereen Shim

Found 5 papers, 0 papers with code

Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text

no code implementations WNUT (ACL) 2021 Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste

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.

Multi-Task Learning Synthetic Data Generation +1

An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups

no code implementations NAACL (ClinicalNLP) 2022 Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste

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.

Medical Code Prediction

Multilingual context-based pronunciation learning for Text-to-Speech

no code implementations31 Jul 2023 Giulia Comini, Manuel Sam Ribeiro, Fan Yang, Heereen Shim, Jaime Lorenzo-Trueba

Phonetic information and linguistic knowledge are an essential component of a Text-to-speech (TTS) front-end.

Development of Conversational AI for Sleep Coaching Programme

no code implementations EACL 2021 Heereen Shim

We expect this research project{'}s outcomes could contribute to the research domains of NLP and AI but also the healthcare field by providing a more accessible and affordable sleep treatment solution and an automated analytic system to lessen the burden of human experts.

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