Zeynep Yirmibesoglu Balal

Diversity-Aware Literary Machine Translation with Multi-Reward Policy Optimization

A novel diversity-aware multi-objective Group Relative Policy Optimization (GRPO) framework that pushes the limits of open-source translation quality while increasing lexical diversity, and demonstrates that policy optimization can effectively steer Large Language Models toward high-quality, lexically diverse outputs.