Search Results for author: Stéphan Tulkens

Found 5 papers, 5 papers with code

A Short Review of Ethical Challenges in Clinical Natural Language Processing

1 code implementation WS 2017 Simon Šuster, Stéphan Tulkens, Walter Daelemans

Clinical NLP has an immense potential in contributing to how clinical practice will be revolutionized by the advent of large scale processing of clinical records.

A Dictionary-based Approach to Racism Detection in Dutch Social Media

1 code implementation31 Aug 2016 Stéphan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, Walter Daelemans

The best-performing model used the manually cleaned dictionary and obtained an F-score of 0. 46 for the racist class on a test set consisting of unseen Dutch comments, retrieved from the same sites used for the training set.

Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts

2 code implementations WS 2016 Stéphan Tulkens, Simon Šuster, Walter Daelemans

In this paper, we report a knowledge-based method for Word Sense Disambiguation in the domains of biomedical and clinical text.

Word Sense Disambiguation

Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource

1 code implementation LREC 2016 Stéphan Tulkens, Chris Emmery, Walter Daelemans

With this research, we provide the embeddings themselves, the relation evaluation task benchmark for use in further research, and demonstrate how the benchmarked embeddings prove a useful unsupervised linguistic resource, effectively used in a downstream task.

Dialect Identification Relation +1

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