DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation

Researchers introduced DiscoSign, a discourse-aware text-to-sign-language gloss translation system that improves spatial consistency and entity tracking in American Sign Language (ASL) translation by addressing discourse phenomena. The system uses a modular LLM-based framework and novel evaluation metrics to enhance translation quality beyond sentence-level approaches.