2 papers
cs.CL2026
Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models
Vitalii Hirak, Jaap Jumelet, Arianna Bisazza
Despite major advances in multilingual modeling, large quality disparities persist across languages. Besides the obvious impact of uneven training resources, typological properties…
cs.CL2025
Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax
Iuliia Zaitova, Vitalii Hirak, Badr M. Abdullah +3
This study analyzes the attention patterns of fine-tuned encoder-only models based on the BERT architecture (BERT-based models) towards two distinct types of Multiword Expressions…