Qingyun She

BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks

2020 · arXiv (Cornell University)

As a pre-trained Transformer model, BERT (Bidirectional Encoder Representations from Transformers) has achieved ground-breaking performance on multiple NLP tasks. On the other hand, Boosting is a popular ensemble learning technique which combines many base classifiers …