You can find official datasets and downloads at WALS Online or the cldf-datasets/wals GitHub repository.

: A robustly optimized BERT pretraining approach used in Natural Language Processing (NLP).

RoBERTa (Robustly optimized BERT approach) is a transformer-based language model released by Meta AI in 2019. Key facts:

from transformers import RobertaForSequenceClassification model = RobertaForSequenceClassification.from_pretrained("roberta-base", num_labels=10) # Adjust for WALS features