curriculum-recommendations
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1st Place Solution to the Curriculum Recommendations on Kaggle
curriculum-recommendations
1st Place Solution to the Curriculum Recommendations on Kaggle
Model Training Codes
MiniLM
- Run Model_v36mini.ipynb
- Run Model_v36mini_full.ipynb for submission
BERT
- Run Model_v36bert.ipynb
- Run Model_v36bert_full.ipynb for submission
xlm-roberta-base
- Run Model_v36.ipynb
- Run Model_v36_full.ipynb for submission
xlm-roberta-large
- Run Model_v29_large.ipynb first, then Model_v29_finetune_large.ipynb
- Run Model_v29_large_full.ipynb first, then Model_v29_finetune_large_full.ipynb for submission
Best Efficiency Submission
- Requires MiniLM to be ready
- Run Efficiency_718.ipynb
Fast Alternative to Efficiency Solution
- Run Efficiency_530.ipynb
Main Track
- Run Solution_752exp_diverse.ipynb
- Run Solution_758.ipynb
- Solution_764b.ipynb is only here for the latest postprocess function.
Submission/Inference
- Actual inference notebook (v15 selected): https://www.kaggle.com/code/aerdem4/lecr-ensemble-v03
- Best Efficiency notebook: https://www.kaggle.com/code/aerdem4/lecr-efficiency-minilm
- An alternative Efficiency solution: https://www.kaggle.com/code/aerdem4/lecr-efficiency-nobert