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Pierpaolo Basile
Researcher at University of Bari
Publications - 174
Citations - 2011
Pierpaolo Basile is an academic researcher from University of Bari. The author has contributed to research in topics: Recommender system & WordNet. The author has an hindex of 19, co-authored 167 publications receiving 1661 citations.
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Proceedings ArticleDOI
Integrating tags in a semantic content-based recommender
TL;DR: Whether folksonomies might be a valuable source of information about user interests is investigated and an improvement in the predictive accuracy of the tag-augmented recommender compared to the pure content-based one is shown.
AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets.
TL;DR: A BERT language understanding model for the Italian language (AlBERTo) is trained, focused on the language used in social networks, specifically on Twitter, obtaining state of the art results in subjectivity, polarity and irony detection on Italian tweets.
Proceedings Article
An Enhanced Lesk Word Sense Disambiguation Algorithm through a Distributional Semantic Model
TL;DR: A new Word Sense Disambiguation (WSD) algorithm which extends two well-known variations of the Lesk WSD method which relies on the use of a word similarity function defined on a distributional semantic space to compute the gloss-context overlap.
Proceedings ArticleDOI
Centroid-based Text Summarization through Compositionality of Word Embeddings
TL;DR: A centroid-based method for text summarization that exploits the compositional capabilities of word embeddings and achieves good performance even in comparison to more complex deep learning models.
Proceedings ArticleDOI
Knowledge infusion into content-based recommender systems
TL;DR: The main contribution of this paper is a proposal for knowledge infusion into content-based recommender systems, which suggests a novel view of this type of systems, mostly oriented to content interpretation by way of the infused knowledge.