Make sure you are following the specific rules of the community where you are posting, as many platforms have strict guidelines regarding external links or specific file formats like "136zip." Wals Roberta Sets
Roberta (Robustly optimized BERT approach) is a pretrained language model developed by Facebook AI. It is not inherently a linguistic typology tool, but it can be fine-tuned on structured language data. The combination "WALS + Roberta" suggests a project where Roberta is trained or evaluated on typological features — perhaps to predict language properties from text, or to align WALS categories with neural representations. Including "Roberta" in a search for WALS data implies the user wants the dataset in a machine-learning-ready form, possibly already tokenized or split for Roberta’s input format. wals roberta sets 136zip full
: Mapping these features across the 2,679+ languages indexed in WALS. Make sure you are following the specific rules
This is a standard compression format used to package hundreds of high-quality images into a single, downloadable file for easier distribution. Including "Roberta" in a search for WALS data
These sets often contain content that may have been shared without the creator's explicit consent. Supporting official platforms like Instagram or a model’s verified subscription pages is the only way to ensure the creator is compensated and their privacy is respected.
import wals # Fetch language features data = wals.get_language('eng') # English print(data.genus, data.family)