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🇧🇬 Bulgaria team selection 2025, IOAI Team Selection
CyrillicCross: Recovering Visual Features Across Languages
Learn a projector that maps corrupted (dropout plus circular shift) Bulgarian RoBERTa token embeddings onto the CLIP text embeddings of the English prompt.
- Statement
- Bulgarian · Read it in English (Google Translate)
- To hand in
- A trained model and its notebook
- Hardware
- Needs a GPU (free Colab works)
- Data size
- 1.51 MB
- Data type
- 📝 Text
- Estimated difficulty
- ★★★☆☆
- Solution
- See a solution ↗ · best opened after you have tried
Get ready on the platform
The chapters of the learning path that prepare for this problem.
These chapters are picked from the solution: showing them may hint at the approach.
›How to tackle it
- Read the statement. What to hand in, the metric that scores you, the time and hardware limits.
- Explore the data. Size, format, missing values, how the labels are spread.
- Score yourself first. Keep part of the training data aside to measure your work before submitting.
- Start simple, then improve. A first solution that works end to end, then one change at a time.
- Compare with a solution. Once you have searched, open it and see what you would have done differently.
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