2 citations · 3 across the 3 of their papers we have counts for
3 papers
Multilingual Clinical NER: Translation or Cross-lingual Transfer?
Xavier Fontaine, Félix Gaschi, Parisa Rastin +1
Natural language tasks like Named Entity Recognition (NER) in the clinical domain on non-English texts can be very time-consuming and expensive due to the lack of annotated data. C…
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers
Félix Gaschi, Patricio Cerda, Parisa Rastin +1
Without any explicit cross-lingual training data, multilingual language models can achieve cross-lingual transfer. One common way to improve this transfer is to perform realignment…
Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation
Félix Gaschi, François Plesse, Parisa Rastin +1
Some Transformer-based models can perform cross-lingual transfer learning: those models can be trained on a specific task in one language and give relatively good results on the sa…