: Data from WALS is often exported for machine learning. Researchers might use "Sets" of linguistic features (e.g., word order, consonant inventories) to train models like RoBERTa to understand cross-linguistic patterns. Software Archives
import numpy as np import json from transformers import RobertaTokenizer, RobertaForSequenceClassification WALS Roberta Sets 1-36.zip