Explored the effect of different BERT-based models on twitter sentiment 3-class classification.
Proposed to detect the relevancy between keywords and corresponding sentence sentiment by combining self-attentions and BERT NER.
Explored the relationship between twitter sentiment of Tesla and its stock price/return.
Explore of different hyper-parameter tuning methods for transformers: random search, bayesian optimization and population based training.