Search Results for author: Giacomo Camposampiero

Found 4 papers, 2 papers with code

The Curious Case of Logistic Regression for Italian Languages and Dialects Identification

1 code implementation VarDial (COLING) 2022 Giacomo Camposampiero, Quynh Anh Nguyen, Francesco Di Stefano

In this paper, we propose an extensive evaluation of different approaches for the identification of Italian dialects and languages, spanning from classical machine learning models to more complex neural architectures and state-of-the-art pre-trained language models.

Language Identification Machine Translation +3

Abstract Visual Reasoning Enabled by Language

no code implementations7 Mar 2023 Giacomo Camposampiero, Loic Houmard, Benjamin Estermann, Joël Mathys, Roger Wattenhofer

While artificial intelligence (AI) models have achieved human or even superhuman performance in many well-defined applications, they still struggle to show signs of broad and flexible intelligence.

Visual Reasoning

The effectiveness of factorization and similarity blending

1 code implementation16 Sep 2022 Andrea Pinto, Giacomo Camposampiero, Loïc Houmard, Marc Lundwall

Collaborative Filtering (CF) is a widely used technique which allows to leverage past users' preferences data to identify behavioural patterns and exploit them to predict custom recommendations.

Collaborative Filtering

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