280 citations · 313 across the 3 of their papers we have counts for
4 papers
A Robust Deep Ensemble Classifier for Figurative Language Detection
Rolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis
Recognition and classification of Figurative Language (FL) is an open problem of Sentiment Analysis in the broader field of Natural Language Processing (NLP) due to the contradicto…
Hide-and-Seek: A Template for Explainable AI
Thanos Tagaris, Andreas Stafylopatis
Lack of transparency has been the Achilles heal of Neural Networks and their wider adoption in industry. Despite significant interest this shortcoming has not been adequately addre…
A Transformer-based approach to Irony and Sarcasm detection
Rolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis
Figurative Language (FL) seems ubiquitous in all social-media discussion forums and chats, posing extra challenges to sentiment analysis endeavors. Identification of FL schemas in…
Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks
Ilianna Kollia, Andreas-Georgios Stafylopatis, Stefanos Kollias
This paper presents a new method for medical diagnosis of neurodegenerative diseases, such as Parkinson's, by extracting and using latent information from trained Deep convolutiona…