4 papers
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources
Stefano Melacci, Achille Globo, Leonardo Rigutini
Supervised models for Word Sense Disambiguation (WSD) currently yield to state-of-the-art results in the most popular benchmarks. Despite the recent introduction of Word Embeddings…
Neural paraphrasing by automatically crawled and aligned sentence pairs
Achille Globo, Antonio Trevisi, Andrea Zugarini +3
Paraphrasing is the task of re-writing an input text using other words, without altering the meaning of the original content. Conversational systems can exploit automatic paraphras…
A novel integrated industrial approach with cobots in the age of industry 4.0 through conversational interaction and computer vision
Andrea Pazienza, Nicola Macchiarulo, Felice Vitulano +6
From robots that replace workers to robots that serve as helpful colleagues, the field of robotic automation is experiencing a new trend that represents a huge challenge for compon…
An energy-based comparative analysis of common approaches to text classification in the Legal domain
Sinan Gultekin, Achille Globo, Andrea Zugarini +2
Most Machine Learning research evaluates the best solutions in terms of performance. However, in the race for the best performing model, many important aspects are often overlooked…