2 papers
cs.CL2026
One Script Instead of Hundreds? On Pretraining Romanized Encoder Language Models
Benedikt Ebing, Lennart Keller, Goran Glavaš
Exposing latent lexical overlap, script romanization has emerged as an effective strategy for improving cross-lingual transfer (XLT) in multilingual language models (mLMs). Most pr…
cs.CL2024
SpeechTaxi: On Multilingual Semantic Speech Classification
Lennart Keller, Goran Glavaš
Recent advancements in multilingual speech encoding as well as transcription raise the question of the most effective approach to semantic speech classification. Concretely, can (1…