Ensemble BERT with Data Augmentation and Linguistic ...
the SQuAD dataset. To make it simple, we determine to only perform synonym and random word replacement with NLTK and WordNet1 on the contexts of the SQuAD dataset. The questions are left unchanged. We do not have to take special care of the words inside the answer span because synonyms will do a good job at preserving the original answer span. ................
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