39 citations · 57 across the 4 of their papers we have counts for
6 papers
Is Your Model Sensitive? SPeDaC: A New Benchmark for Detecting and Classifying Sensitive Personal Data
Gaia Gambarelli, Aldo Gangemi, Rocco Tripodi
In recent years, there has been an exponential growth of applications, including dialogue systems, that handle sensitive personal information. This has brought to light the extreme…
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914
Rocco Tripodi, Massimo Warglien, Simon Levis Sullam +1
We investigate some aspects of the history of antisemitism in France, one of the cradles of modern antisemitism, using diachronic word embeddings. We constructed a large corpus of…
Analysis of Italian Word Embeddings
Rocco Tripodi, Stefano Li Pira
In this work we analyze the performances of two of the most used word embeddings algorithms, skip-gram and continuous bag of words on Italian language. These algorithms have many h…
Context Aware Nonnegative Matrix Factorization Clustering
Rocco Tripodi, Sebastiano Vascon, Marcello Pelillo
In this article we propose a method to refine the clustering results obtained with the nonnegative matrix factorization (NMF) technique, imposing consistency constraints on the fin…
Document Clustering Games in Static and Dynamic Scenarios
Rocco Tripodi, Marcello Pelillo
In this work we propose a game theoretic model for document clustering. Each document to be clustered is represented as a player and each cluster as a strategy. The players receive…
A Game-Theoretic Approach to Word Sense Disambiguation
Rocco Tripodi, Marcello Pelillo
This paper presents a new model for word sense disambiguation formulated in terms of evolutionary game theory, where each word to be disambiguated is represented as a node on a gra…