Simon Suster

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 33

Top Topics

Character N Grams

Natural Language

Spelling Correction

Distributed Representations

Top Venues

BioNLP@NAACL-HLT

J. Biomed. Informatics

Publications

Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin
Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP (1) (2023)
Simon Suster, Timothy Baldwin, Karin Verspoor
Promoting Fairness in Classification of Quality of Medical Evidence. BioNLP@ACL (2023)
Madhumita Sushil, Simon Suster, Walter Daelemans
Contextual explanation rules for neural clinical classifiers. BioNLP@NAACL-HLT (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations. EACL (2021)
Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martínez, Yulia Otmakhova
Impact of detecting clinical trial elements in exploration of COVID-19 literature. CoRR (2021)
Madhumita Sushil, Simon Suster, Walter Daelemans
Are we there yet? Exploring clinical domain knowledge of BERT models. BioNLP@NAACL-HLT (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Scalable Few-Shot Learning of Robust Biomedical Name Representations. BioNLP@NAACL-HLT (2021)
Simon Suster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans
Mapping probability word problems to executable representations. EMNLP (1) (2021)
Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez
Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research. ECIR (2) (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Integrating Higher-Level Semantics into Robust Biomedical Name Representations. LOUHI@EACL (2021)
Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martinez Iraola, Yulia Otmakhova
Impact of detecting clinical trial elements in exploration of COVID-19 literature. ICHI (2021)
Madhumita Sushil, Simon Suster, Walter Daelemans
Distilling neural networks into skipgram-level decision lists. CoRR (2020)
Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez
COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research. CoRR (2020)
Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Simon Suster
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration. NLP4COVID@EMNLP (2020)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Unsupervised concept extraction from clinical text through semantic composition. J. Biomed. Informatics 91 (2019)
Simon Suster, Madhumita Sushil, Walter Daelemans
Why can't memory networks read effectively? CoRR (2019)
Simon Suster, Walter Daelemans
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension. CoRR (2018)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Patient representation learning and interpretable evaluation using clinical notes. J. Biomed. Informatics 84 (2018)
Madhumita Sushil, Simon Suster, Walter Daelemans
Rule induction for global explanation of trained models. CoRR (2018)
Simon Suster, Madhumita Sushil, Walter Daelemans
Revisiting neural relation classification in clinical notes with external information. Louhi@EMNLP (2018)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Patient representation learning and interpretable evaluation using clinical notes. CoRR (2018)
Madhumita Sushil, Simon Suster, Walter Daelemans
Rule induction for global explanation of trained models. BlackboxNLP@EMNLP (2018)
Simon Suster, Walter Daelemans
CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension. NAACL-HLT (2018)
Pieter Fivez, Simon Suster, Walter Daelemans
Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings. CoRR (2017)
Simon Suster, Stéphan Tulkens, Walter Daelemans
A Short Review of Ethical Challenges in Clinical Natural Language Processing. CoRR (2017)
Simon Suster, Walter Daelemans
Clinical Machine Comprehension Using Case Reports. AMIA (2017)
Simon Suster, Stéphan Tulkens, Walter Daelemans
A Short Review of Ethical Challenges in Clinical Natural Language Processing. EthNLP@EACL (2017)
Pieter Fivez, Simon Suster, Walter Daelemans
Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings. BioNLP (2017)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Unsupervised patient representations from clinical notes with interpretable classification decisions. CoRR (2017)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. BioNLP@ACL (2016)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. CoRR (2016)
Simon Suster, Ivan Titov, Gertjan van Noord
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. CoRR (2016)
Simon Suster, Ivan Titov, Gertjan van Noord
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. HLT-NAACL (2016)
Manuela Hürlimann, Benno Weck, Esther van den Berg, Simon Suster, Malvina Nissim
GLAD: Groningen Lightweight Authorship Detection. CLEF (Working Notes) (2015)
Simon Suster
An investigation into language complexity of World-of-Warcraft game-external texts. CoRR (2015)
Simon Suster, Gertjan van Noord, Ivan Titov
Word Representations, Tree Models and Syntactic Functions. CoRR (2015)
Simon Suster, Gertjan van Noord
From neighborhood to parenthood: the advantages of dependency representation over bigrams in Brown clustering. COLING (2014)