1 code implementation • 17 Dec 2019 • Fiorella Artuso, Giuseppe Antonio Di Luna, Luca Massarelli, Leonardo Querzoni
We investigate the applicability of tine-tuning (i. e., taking a model already trained on a large generic corpora and retraining it for a specific task).
1 code implementation • Findings of the Association for Computational Linguistics 2020 • Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
A generated sentence is verifiable if it can be corroborated or disproved by Wikipedia, and we find that the verifiability of generated text strongly depends on the decoding strategy.
3 code implementations • 13 Nov 2018 • Luca Massarelli, Giuseppe Antonio Di Luna, Fabio Petroni, Leonardo Querzoni, Roberto Baldoni
We report the results from a quantitative and qualitative analysis that show how SAFE provides a noticeable performance improvement with respect to previous solutions.
no code implementations • 23 Oct 2018 • Roberto Baldoni, Giuseppe Antonio Di Luna, Luca Massarelli, Fabio Petroni, Leonardo Querzoni
Furthermore, we report on a qualitative analysis of functions embeddings.
1 code implementation • 4 Sep 2017 • Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
An important task of malware analysis is the classification of malware samples into known families.
Cryptography and Security