1 code implementation • ACL 2020 • Stéphan Tulkens, Andreas van Cranenburgh
We present a simple but effective method for aspect identification in sentiment analysis.
Ranked #1 on Aspect Category Detection on Citysearch
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.
1 code implementation • 31 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.
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.
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.