+-----------------------------------+ | WALS Database (Source) | | - Language Codes & Typology | | - Value Sets (e.g., Word Order) | +-----------------------------------+ | v +-----------------------------------+ | RoBERTa Transformer Pipeline | | - Tokenization & Masking | | - Feature Extraction Layers | +-----------------------------------+ | v +-----------------------------------+ | Target Linguistic Update | | - Automated Value Set Generation | | - Real-time DB Sync (UPD) | +-----------------------------------+ The World Atlas of Language Structures (WALS)
WALS is a large database of structural (phonological, grammatical, lexical) properties of languages gathered from descriptive materials (such as reference grammars) by a team of 55 authors. wals roberta sets upd
: Specifically, files named like "wals-roberta-sets-1-36.zip" have been circulated on sites like and various blog comment sections. Potential Content Warnings wals roberta sets upd