Group22: CAI Shizhan, CHEN Zixin, LIANG Haoran, ZHANG Weiwen
Please working with the file named "group22_project1.ipynb". And please comment your code whenever you modify something important.
DDL: April 6, 2021
- March 23, 2021 release the validation score of weak baseline--60.2%
- March 30, 2021 release the validation score of strong baseline--62.0%
Submission: Each team leader is required to submit the groupNo.zip file in the canvas. It shoud contain
pre.csvPredictions on test data (please make sure you can successfully evaluate your validation predictions on the validation data with the help of evaluate.py)- report (1-2 pages of pdf)
- code (Frameworks and programming languages are not restricted.)
We will check your report with your code and the accuracy.
| Grade | Classifier (80%) | Report (20%) |
|---|---|---|
| 50% | example code in tutorials or in Project 1 without any modification | submission |
| 60% | an easy baseline that most students can outperform | algorithm you used |
| 80% | a competitive baseline that about half students can surpass | detailed explanation |
| 90% | a very competitive baseline without any special mechanism | detailed explanation and analysis, such as explorative data analysis and ablation study |
| 100% | a very competitive baseline with at least one mechanism | excellent ideas, detailed explanation and solid analysis |
And our acc reached about 67% on validation set. The final model was Bert