XQuAD
Related Papers
Automatic Spanish Translation of SQuAD Dataset for Multi-lingual Question Answering
AbstractRecently, multilingual question answering became a crucial research topic, and it is receiving increased interest in the NLP community. However, the unavailability of large-scale datasets makes it challenging to train …...
On the Cross-lingual Transferability of Monolingual Representations
AbstractState-of-the-art unsupervised multilingual models (e.g., multilingual BERT) have been shown to generalize in a zero-shot cross-lingual setting. This generalization ability has been attributed to the use of a shared subword …...
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
AbstractCoupled with the availability of large scale datasets, deep learning architectures have enabled rapid progress on the Question Answering task. However, most of those datasets are in English, and the …...
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
AbstractPre-trained multilingual language models play an important role in cross-lingual natural language understanding tasks. However, existing methods did not focus on learning the semantic structure of representation, and thus could …...