Search Results for author: Gilles Jacobs

Found 8 papers, 1 papers with code

Extracting Fine-Grained Economic Events from Business News

no code implementations FNP (COLING) 2020 Gilles Jacobs, Veronique Hoste

Based on a recently developed fine-grained event extraction dataset for the economic domain, we present in a pilot study for supervised economic event extraction.

Event Detection Event Extraction

Economic Event Detection in Company-Specific News Text

no code implementations WS 2018 Gilles Jacobs, Els Lefever, V{\'e}ronique Hoste

This paper presents a dataset and supervised classification approach for economic event detection in English news articles.

BIG-bench Machine Learning Classification +4

Automatic Detection of Cyberbullying in Social Media Text

no code implementations17 Jan 2018 Cynthia Van Hee, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, Véronique Hoste

While social media offer great communication opportunities, they also increase the vulnerability of young people to threatening situations online.

Binary Classification

Towards an integrated pipeline for aspect-based sentiment analysis in various domains

no code implementations WS 2017 Orph{\'e}e De Clercq, Els Lefever, Gilles Jacobs, Tijl Carpels, V{\'e}ronique Hoste

This paper presents an integrated ABSA pipeline for Dutch that has been developed and tested on qualitative user feedback coming from three domains: retail, banking and human resources.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3

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