Simon Suster

Unsupervised concept extraction from clinical text through semantic composition.

Stéphan Tulkens, Simon Šuster, Walter Daelemans

Journal article  |  2019  |  Journal of Biomedical Informatics

Concept extraction is an important step in clinical natural language processing. Once extracted, the use of concepts can improve t..

Patient representation learning and interpretable evaluation using clinical notes.

Madhumita Sushil, Simon Šuster, Kim Luyckx, Walter Daelemans

Journal article  |  2018  |  Journal of Biomedical Informatics

We have three contributions in this work: 1. We explore the utility of a stacked denoising autoencoder and a paragraph vector mode..

Rule induction for global explanation of trained models

Madhumita Sushil, Simon Šuster, Walter Daelemans

Conference Proceedings  |  2018  |  Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

CliCR: A dataset of clinical case reports for machine reading comprehension

S Suster, W Daelemans

Conference Proceedings  |  2018  |  Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Revisiting neural relation classification in clinical notes with external information

Simon Šuster, Madhumita Sushil, Walter Daelemans

Conference Proceedings  |  2018  |  Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis

Unsupervised context-sensitive spelling correction of english and Dutch clinical free-text with word and character N-Gram embeddings

P Fivez, S Šuster, W Daelemans

Conference Proceedings  |  2017  |  BioNLP 2017

Bilingual learning of multi-sense embeddings with discrete autoencoders

S Šuster, I Titov, G Van Noord

Conference Proceedings  |  2016  |  Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts

Stephan Tulkens, Simon Suster, Walter Daelemans

Conference Proceedings  |  2016  |  Proceedings of the 15th Workshop on Biomedical Natural Language Processing

GLAD: Groningen lightweight authorship detection

M Hürlimann, B Weck, E Van Den Berg, S Šuster, M Nissim

Conference Proceedings  |  2015  |  CEUR Workshop Proceedings

From neighborhood to parenthood: The advantages of dependency representation over bigrams in Brown clustering

S Šuster, G Van Noord

Conference Proceedings  |  2014  |  COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers