37 citations · 63 across the 5 of their papers we have counts for
5 papers
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It)
Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi
In this paper, we explore the impact of augmenting pre-trained Encoder-Decoder models, specifically T5, with linguistic knowledge for the prediction of a target task. In particular…
T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews
Quim Motger, Alessio Miaschi, Felice Dell'Orletta +2
Mobile app reviews are a large-scale data source for software-related knowledge generation activities, including software maintenance, evolution and feedback analysis. Effective ex…
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students
Ludovica Pannitto, Lucia Busso, Claudia Roberta Combei +4
Although Natural Language Processing (NLP) is at the core of many tools young people use in their everyday life, high school curricula (in Italy) do not include any computational l…
A dissemination workshop for introducing young Italian students to NLP
Lucio Messina, Lucia Busso, Claudia Roberta Combei +4
We describe and make available the game-based material developed for a laboratory run at several Italian science festivals to popularize NLP among young students.
Linguistic Profiling of a Neural Language Model
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta +1
In this paper we investigate the linguistic knowledge learned by a Neural Language Model (NLM) before and after a fine-tuning process and how this knowledge affects its predictions…