Our research group organizes the 31st edition of Computational Linguistics in the Netherlands (CLIN31) this year. Join me as I chair the session on COVID-19: Stance and Opinion in Room B to get the latest research on sentiment analysis, stance and topic detection related to the coronavirus pandemic. [Read More]
Extracting Fine-Grained Economic Events from Business News.
New publication and presentation in economic NLP research.
I will be presenting new work on economic event extraction at the FNP-FNS workshop @ COLING2020. TL;DR: We created a dataset and system that automatically gets “what, who, when, how much, and why” is happening from economic news text. Turns out this is quite a difficult task, even with using... [Read More]
Publication: Automatic classification of participant roles in cyberbullying
New publication of cyberbullying research in journal Natural Language Engineering.
Successful prevention of cyberbullying depends on the adequate detection of harmful messages. Given the impossibility of human moderation on the Social Web, intelligent systems are required to identify clues of cyberbullying automatically. Much work on cyberbullying detection focuses on detecting abusive language without analyzing the severity of the event nor... [Read More]
Publication: Current limitations in cyberbullying detection
New publication of cyberbullying research in journal Language Resources and Evaluation.
We provide a cross-domain evaluation framework for cyberbullying detection research to overcome the limitations of data scarcity in this field. We also show that crowdsourcing data in a simulated lab setting is a valid way of generating data. We have published new research as an extension from the AMiCA project... [Read More]
PyTorch GPU Stack in 5 minutes or less
Fast setup for a PyTorch stack on GPU with CUDA + CUDNN
Historically, setting up deep learning stacks with GPU support has been a hassle. This was because of poorly documented version conflicts between NVIDIA drivers, CUDA, CUDNN and your DL library of choice (PyTorch and TF for me). I remember having spent hours on setting up Tensorflow because its docs didn’t... [Read More]