Malvina Nissim

Distant supervision for emotion detection using Facebook reactions

2016 · arXiv (Cornell University)

We exploit the Facebook reaction feature in a distant supervised fashion to train a support vector machine classifier for emotion detection, using several feature combinations and combining different Facebook pages. We test our models on …

SocioFillmore: A Tool for Discovering Perspectives

2022

SOCIOFILLMORE is a multilingual tool which helps to bring to the fore the focus or the perspective that a text expresses in depicting an event. Our tool, whose rationale we also support through a large …

BERTje: A Dutch BERT Model

2019 · arXiv (Cornell University)

The transformer-based pre-trained language model BERT has helped to improve state-of-the-art performance on many natural language processing (NLP) tasks. Using the same architecture and parameters, we developed and evaluated a monolingual Dutch BERT model called …