Wals Roberta Sets 1-36.zip Patched ★ Bonus Inside

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import json from transformers import RobertaTokenizer, RobertaForSequenceClassification WALS Roberta Sets 1-36.zip

WALS_Roberta_Sets_1-36/ ├── README.md # Documentation and citation info ├── config/ │ ├── feature_mapping.json # Maps WALS feature IDs to human-readable names │ └── lang_splits.csv # Train/val/test splits (set 1-36 balanced) ├── data/ │ ├── set_01_consonants/ │ │ ├── wals_code_vectors.npy # NumPy arrays for RoBERTa input │ │ └── labels.csv │ ├── set_02_vowels/ │ └── ... up to set_36/ ├── tokenizers/ │ └── roberta_wals_tokenizer.json # Custom tokenizer for typological features └── scripts/ ├── load_data.py # Python loader script └── evaluate_typology.py # Baseline evaluation suite : Be cautious when downloading