Language Adaptation

We are interested in the problem of modeling and evaluating spoken language systems in the context of human-machine dialogs. Spoken di- alog corpora allow for a multidimensional anal- ysis of …...

Language Adaptation (similarly to Domain Adaptation) is a general approach to extend existing resources from a better resourced language (donor) to a lesser resourced one (recipient) by exploiting the lexical …...

AbstractThis paper considers continual learning of large-scale pretrained neural machine translation model without accessing the previous training data or introducing model separation. We argue that the widely used regularization-based methods, …...

AbstractNamed Entity Recognition is a key Natural Language Processing task whose performance is sensitive to choice of genre and language. A unified NER model across multiple genres and languages is …...