1 code implementation • 20 Oct 2021 • Shilun Li, Renee Li, Carina Zhang
In this paper, we propose sentiment classification models based on BERT integrated with DRO (Distributionally Robust Classifiers) to improve model performance on datasets with distributional shifts.
1 code implementation • 20 Oct 2021 • Shilun Li, Veronica Peng
The game of 2048 is a highly addictive game.
Ranked #4 on Playing the Game of 2048 on The Game of 2048
1 code implementation • 19 Oct 2021 • Shilun Li, Renee Li, Veronica Peng
In our Paper, we utilized the fine-tuned ALBERT models and implemented combinations of additional layers (e. g. attention layer, RNN layer) on top of them to improve model performance on Stanford Question Answering Dataset (SQuAD 2. 0).
Ranked #86 on Question Answering on SQuAD2.0 (F1 metric)
no code implementations • 18 Oct 2021 • Shilun Li, Tracy Cai, Jiayi Li
Predicting traffic agents' trajectories is an important task for auto-piloting.