Visualizing Uncertainty in Translation Tasks: An Evaluation of LLM Performance and Confidence Metrics

Jin Hyun Park, Utsawb Laminchhane, Umer Farooq +2

Large language models (LLMs) are increasingly utilized for machine translation, yet their predictions often exhibit uncertainties that hinder interpretability and user trust. Effec…