Simon Suster

According to our database, Simon Suster authored at least 31 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?

Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Promoting Fairness in Classification of Quality of Medical Evidence.

Simon Suster, Timothy Baldwin, Karin Verspoor

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2021

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

Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martínez, Yulia Otmakhova

CoRR, 2021

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

Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martinez Iraola, Yulia Otmakhova

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Mapping probability word problems to executable representations.

Simon Suster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research.

Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez

Proceedings of the Advances in Information Retrieval, 2021

Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations.

Pieter Fivez, Simon Suster, Walter Daelemans

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Contextual explanation rules for neural clinical classifiers.

Madhumita Sushil, Simon Suster, Walter Daelemans

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Are we there yet? Exploring clinical domain knowledge of BERT models.

Madhumita Sushil, Simon Suster, Walter Daelemans

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Scalable Few-Shot Learning of Robust Biomedical Name Representations.

Pieter Fivez, Simon Suster, Walter Daelemans

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Integrating Higher-Level Semantics into Robust Biomedical Name Representations.

Pieter Fivez, Simon Suster, Walter Daelemans

Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021

2020

COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research.

Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez

CoRR, 2020

Distilling neural networks into skipgram-level decision lists.

Madhumita Sushil, Simon Suster, Walter Daelemans

CoRR, 2020

Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration.

Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Simon Suster

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

Unsupervised concept extraction from clinical text through semantic composition.

Stéphan Tulkens, Simon Suster, Walter Daelemans

J. Biomed. Informatics, 2019

Why can't memory networks read effectively?

Simon Suster, Madhumita Sushil, Walter Daelemans

CoRR, 2019

2018

Patient representation learning and interpretable evaluation using clinical notes.

Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans

J. Biomed. Informatics, 2018

CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension.

Simon Suster, Walter Daelemans

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Rule induction for global explanation of trained models.

Madhumita Sushil, Simon Suster, Walter Daelemans

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Revisiting neural relation classification in clinical notes with external information.

Simon Suster, Madhumita Sushil, Walter Daelemans

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

2017

Unsupervised patient representations from clinical notes with interpretable classification decisions.

Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans

CoRR, 2017

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

Pieter Fivez, Simon Suster, Walter Daelemans

CoRR, 2017

A Short Review of Ethical Challenges in Clinical Natural Language Processing.

Simon Suster, Stéphan Tulkens, Walter Daelemans

Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, 2017

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

Pieter Fivez, Simon Suster, Walter Daelemans

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Clinical Machine Comprehension Using Case Reports.

Simon Suster, Walter Daelemans

Proceedings of the AMIA 2017, 2017

2016

Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders.

Simon Suster, Ivan Titov, Gertjan van Noord

Proceedings of the NAACL HLT 2016, 2016

Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts.

Stéphan Tulkens, Simon Suster, Walter Daelemans

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

2015

Word Representations, Tree Models and Syntactic Functions.

Simon Suster, Gertjan van Noord, Ivan Titov

CoRR, 2015

An investigation into language complexity of World-of-Warcraft game-external texts.

Simon Suster

CoRR, 2015

GLAD: Groningen Lightweight Authorship Detection.

Manuela Hürlimann, Benno Weck, Esther van den Berg, Simon Suster, Malvina Nissim

Proceedings of the Working Notes of CLEF 2015, 2015

2014

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

Simon Suster, Gertjan van Noord

Proceedings of the COLING 2014, 2014