Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks

no code implementations • 20 Oct 2020 • Kakia Chatsiou

We build a sentence-level political discourse classifier using existing human expert annotated corpora of political manifestos from the Manifestos Project (Volkens et al., 2020a) and applying them to a corpus ofCOVID-19Press Briefings (Chatsiou, 2020).

General Classification Sentence +2

Deep Learning for Political Science

no code implementations • 13 May 2020 • Kakia Chatsiou, Slava Jankin Mikhaylov

New developments in the areas of machine learning, deep learning, natural language processing (NLP), and, more generally, artificial intelligence (AI) are opening up new opportunities for testing theories and evaluating the impact of interventions and programs in a more dynamic and effective way.

BIG-bench Machine Learning