Natural Language Processing
The Golden Plate at Þingvellir (BabyLM)
The government is preparing a digital time capsule to be buried at Þingvellir. You have been tasked with creating an Icelandic language model that will be written on a golden plate and stored in the time capsule. This model should preserve as much Icelandic linguistic knowledge as possible so it can be recovered later if the future takes a turn for the worst. However, the catch is that the golden plate can only hold one megabyte. You must gather text data and teach a small model as much general linguistic knowledge as you can. The model will then be evaluated on hidden data from Risamálheild to test its Icelandic capabilities. The future of the Icelandic language is in your hands!
Challenge Details
Evaluation Metric
Bits-per-Byte with exponential weighting, see GitHub for details
Baseline Model
Baseline is unigram which gets 5 bpb
Time Limit
Time limits are not the main focus but you need to submit answers in reasonable time
Beginner Tips
- N-gram
- MLP
- Transformer
- …go wild
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