Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle Translation.

arXiv:2609.38660v2 Announce Type: replace-cross Abstract: Long-form subtitle translation requires reasoning over discourse and cultural context spanning episodes or entire series, while maintaining consistent terminology and style. Existing single-LLM methods