4 papers · 1 filter
Charting a Decade of Computational Linguistics in Italy: The CLiC-it Corpus
Chiara Alzetta, Serena Auriemma, Alessandro Bondielli +5
Over the past decade, Computational Linguistics (CL) and Natural Language Processing (NLP) have evolved rapidly, especially with the advent of Transformer-based Large Language Mode…
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models
Martina Miliani, Serena Auriemma, Alessandro Bondielli +4
Large Language Models (LLMs) are increasingly used in tasks requiring interpretive and inferential accuracy. In this paper, we introduce ExpliCa, a new dataset for evaluating LLMs…
Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian
Serena Auriemma, Martina Miliani, Mauro Madeddu +3
Addressing the challenge of limited annotated data in specialized fields and low-resource languages is crucial for the effective use of Language Models (LMs). While most Large Lang…
A comparative evaluation and analysis of three generations of Distributional Semantic Models
Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux +2
Distributional semantics has deeply changed in the last decades. First, predict models stole the thunder from traditional count ones, and more recently both of them were replaced i…