Search Results for author: Fabio Celli

Found 9 papers, 0 papers with code

Hate versus Politics: Detection of Hate against Policy makers in Italian tweets

no code implementations12 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.

Lex2vec: making Explainable Word Embeddings via Lexical Resources

no code implementations3 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.

Word Embeddings

What your Facebook Profile Picture Reveals about your Personality

no code implementations3 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.

General Classification

Multilevel Annotation of Agreement and Disagreement in Italian News Blogs

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.

Sentence

PR2: A Language Independent Unsupervised Tool for Personality Recognition from Text

no code implementations12 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.

General Classification

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