3 papers
cs.CL2026
Parts-of-Speech as Emergent Categories in SAE Latent Space
Alessandro Bondielli, Lucia Passaro, Serena Auriemma +1
Sparse AutoEncoders (SAEs) offer a promising way to inspect language model representations, but it is still unclear what kind of linguistic structure their latents expose. We use p…
cs.CL2025
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…
cs.CL2024
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…