no code implementations • CSRNLP (LREC) 2022 • Marco Polignano, Nicola Bellantuono, Francesco Paolo Lagrasta, Sergio Caputo, Pierpaolo Pontrandolfo, Giovanni Semeraro
Sustainability reporting has become an annual requirement in many countries and for certain types of companies.
no code implementations • 11 May 2024 • Marco Polignano, Pierpaolo Basile, Giovanni Semeraro
We fine-tuned the original 8B parameters instruction tuned model using the Supervised Fine-tuning (SFT) technique on the English and Italian language datasets in order to improve the original performance.
no code implementations • 15 Dec 2023 • Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro
By leveraging an open science philosophy, this study contributes to Language Adaptation strategies for the Italian language by introducing the novel LLaMAntino family of Italian LLMs.
no code implementations • SEMEVAL 2020 • Pierluigi Cassotti, Annalina Caputo, Marco Polignano, Pierpaolo Basile
This paper describes the system proposed for the SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection.
1 code implementation • SEMEVAL 2019 • Marco Polignano, Marco de Gemmis, Giovanni Semeraro
Each conversation has been formalized as a list of word embeddings, in particular during experimental runs pre-trained Glove and Google word embeddings have been evaluated.