Extension plan:

1 - From binary to multiclass.

2 - From monolingual to multilingual.

More detailed, but generic: https://docs.google.com/document/d/1i7fpN_5R21zqN8Z2IBKVPxtanzyzqcuFQzswI4K243s/edit?usp=sharing

Venue submission goal: ACL ARR, January 5, 2026.

Core tasks now: