Wals Roberta Sets 37-70.zip -

: Perfective/imperfective aspect (65A), past tense (66A), future tense (67A), and the perfect (68A).

: Noun phrase conjunction (63A) versus verbal conjunction (64A). Verbal Categories (Chapters 65–70) :

For more information on the specific data points, you can explore the Official WALS Features List or the WALS-Bench dataset on Hugging Face. WALS roberta sets 37-70.zip

: Gender assignment (32A), coding of nominal plurality (33A), and the number of cases (49A).

: Obligatory possessive inflection (58A) and possessive classification (59A). : Gender assignment (32A), coding of nominal plurality

: Using the WALS database features as labels to see if a model's internal representations (embeddings) cluster according to known linguistic traits, such as whether a language uses definite articles.

: Ordinal (53A) and distributive (54A) numerals, and numeral classifiers (55A). Nominal Syntax (Chapters 58–64) : : Ordinal (53A) and distributive (54A) numerals, and

The "RoBERTa" designation suggests this data has been pre-processed or formatted for use with the (Robustly Optimized BERT Pretraining Approach) large language model, likely for tasks like cross-lingual transfer or testing a model's metalinguistic knowledge. Included Linguistic Features (Chapters 37–70)