11 citations · 12 across the 4 of their papers we have counts for
4 papers
Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification
Maria Mihaela Trusca, Gerasimos Spanakis
The tiled convolutional neural network (tiled CNN) has been applied only to computer vision for learning invariances. We adjust its architecture to NLP to improve the extraction of…
Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction
Matteo Maggiolo, Gerasimos Spanakis
Time Series forecasting (univariate and multivariate) is a problem of high complexity due the different patterns that have to be detected in the input, ranging from high to low fre…
Towards Controlled Transformation of Sentiment in Sentences
Wouter Leeftink, Gerasimos Spanakis
An obstacle to the development of many natural language processing products is the vast amount of training examples necessary to get satisfactory results. The generation of these e…
Exploring the context of recurrent neural network based conversational agents
Raffaele Piccini, Gerasimos Spanakis
Conversational agents have begun to rise both in the academic (in terms of research) and commercial (in terms of applications) world. This paper investigates the task of building a…