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.
no code implementations • 8 Feb 2024 • Jonathan Thomm, Aleksandar Terzic, Geethan Karunaratne, Giacomo Camposampiero, Bernhard Schölkopf, Abbas Rahimi
We analyze the capabilities of Transformer language models on learning discrete algorithms.
no code implementations • 7 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.
1 code implementation • 16 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.