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Erion Çano
Researcher at Charles University in Prague
Publications - 31
Citations - 413
Erion Çano is an academic researcher from Charles University in Prague. The author has contributed to research in topics: Sentiment analysis & Automatic summarization. The author has an hindex of 8, co-authored 31 publications receiving 266 citations. Previous affiliations of Erion Çano include Polytechnic University of Turin & Polytechnic University of Tirana.
Papers
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Proceedings ArticleDOI
Keyphrase Generation: A Multi-Aspect Survey
Erion Çano,Ondřej Bojar +1 more
TL;DR: Extractive keyphrase generation research has been around since the nineties, but the more advanced abstractive approach based on the encoder-decoder framework and sequence-to-sequence learning has been explored only recently as discussed by the authors.
Proceedings ArticleDOI
Keyphrase Generation: A Multi-Aspect Survey
Erion Çano,Ondřej Bojar +1 more
TL;DR: This survey examines various aspects of the extractive keyphrase generation methods and focuses mostly on the more recent abstractive methods that are based on neural networks.
Proceedings ArticleDOI
A deep learning architecture for sentiment analysis
Erion Çano,Maurizio Morisio +1 more
TL;DR: NgramCNN, a neural network architecture designed for sentiment analysis of long text documents that uses pretrained word embeddings for dense feature representation and a very simple single-layer classifier, is presented.
Posted Content
Word Embeddings for Sentiment Analysis: A Comprehensive Empirical Survey
Erion Çano,Maurizio Morisio +1 more
TL;DR: Empirical observations indicate that models trained with multithematic texts that are large and rich in vocabulary are the best in answering syntactic and semantic word analogy questions.
Book ChapterDOI
Mood-based On-Car Music Recommendations
TL;DR: The objective of this paper is to present the project of a contextual mood-based music recommender system capable of regulating the driver's mood and trying to have a positive influence on her driving behaviour.