Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization

Zilu Tang, Rajen Chatterjee, Sarthak Garg

Machine Translation (MT) is undergoing a paradigm shift, with systems based on fine-tuned large language models (LLM) becoming increasingly competitive with traditional encoder-dec…