Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces

John Gkountouras, Ivan Titov

Recent text-only models demonstrate remarkable mathematical reasoning capabilities. Extending these to visual domains requires vision-language models to translate images into text…