Junlin Zhang

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 …

FiBiNET

2019

Advertising and feed ranking are essential to many Internet companies such as Facebook and Sina Weibo. Among many real-world advertising and feed ranking systems, click through rate (CTR) prediction plays a central role. There are …