Andrea Amelio Ravelli


2023

pdf bib
Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages
Dominique Brunato | Felice Dell’Orletta | Irene Dini | Andrea Amelio Ravelli
Findings of the Association for Computational Linguistics: ACL 2023

In this study, we investigate the capability of a Neural Language Model (NLM) to distinguish between coherent and incoherent text, where the latter has been artificially created to gradually undermine local coherence within text. While previous research on coherence assessment using NLMs has primarily focused on English, we extend our investigation to multiple languages. We employ a consistent evaluation framework to compare the performance of monolingual and multilingual models in both in-domain and out-domain settings. Additionally, we explore the model’s performance in a cross-language scenario.

2018

pdf bib
One event, many representations. Mapping action concepts through visual features.
Alessandro Panunzi | Lorenzo Gregori | Andrea Amelio Ravelli
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)