no code implementations • 12 Jul 2021 • Armend Duzha, Cristiano Casadei, Michael Tosi, Fabio Celli
Accurate detection of hate speech against politicians, policy making and political ideas is crucial to maintain democracy and free speech.
no code implementations • 3 Mar 2021 • Fabio Celli
In this technical report, we propose an algorithm, called Lex2vec that exploits lexical resources to inject information into word embeddings and name the embedding dimensions by means of knowledge bases.
no code implementations • 27 Aug 2019 • Fabio Celli
Is it possible use algorithms to find trends in the history of popular music?
no code implementations • 3 Aug 2017 • Cristina Segalin, Fabio Celli, Luca Polonio, Michal Kosinski, David Stillwell, Nicu Sebe, Marco Cristani, Bruno Lepri
We analyze the effectiveness of four families of visual features and we discuss some human interpretable patterns that explain the personality traits of the individuals.
no code implementations • WS 2016 • Fabio Celli, Evgeny Stepanov, Massimo Poesio, Giuseppe Riccardi
On June 23rd 2016, UK held the referendum which ratified the exit from the EU.
no code implementations • WS 2016 • Firoj Alam, Fabio Celli, Evgeny A. Stepanov, Arindam Ghosh, Giuseppe Riccardi
In this paper, we address the issue of automatic prediction of readers{'} mood from newspaper articles and comments.
no code implementations • LREC 2016 • Fabio Celli, Giuseppe Riccardi, Firoj Alam
In this paper, we present a corpus of news blog conversations in Italian annotated with gold standard agreement/disagreement relations at message and sentence levels.
no code implementations • 12 Feb 2014 • Fabio Celli, Massimo Poesio
We present PR2, a personality recognition system available online, that performs instance-based classification of Big5 personality types from unstructured text, using language-independent features.