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Simon Šuster

Impact of detecting clinical trial elements in exploration of COVID-19 literature

May 25, 2021
Simon Šuster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez, Yulia Otmakhova

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* Accepted at HealthNLP'21

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Why can't memory networks read effectively?

Oct 16, 2019
Simon Šuster, Madhumita Sushil, Walter Daelemans

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Rule induction for global explanation of trained models

Aug 29, 2018
Madhumita Sushil, Simon Šuster, Walter Daelemans

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* Accepted at the Workshop on 'Analyzing and interpreting neural networks for NLP' (BlackboxNLP), EMNLP 2018

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Patient representation learning and interpretable evaluation using clinical notes

Jul 03, 2018
Madhumita Sushil, Simon Šuster, Kim Luyckx, Walter Daelemans

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* Journal of Biomedical Informatics Volume 84C (2018) pp. 103-113
* Accepted manuscript at Journal of Biomedical Informatics

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CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension

Mar 26, 2018
Simon Šuster, Walter Daelemans

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* Accepted at NAACL 2018

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Unsupervised patient representations from clinical notes with interpretable classification decisions

Nov 14, 2017
Madhumita Sushil, Simon Šuster, Kim Luyckx, Walter Daelemans

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* Accepted poster at NIPS 2017 Workshop on Machine Learning for Health (https://ml4health.github.io/2017/)

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Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings

Oct 19, 2017
Pieter Fivez, Simon Šuster, Walter Daelemans

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* CLIN Journal, Volume 7, 2017
* Appears in volume 7 of the CLIN Journal, http://www.clinjournal.org/biblio/volume

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