Giorgos Vernikos

Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation

2024

Neural machine translation systems estimate probabilities of target sentences given source sentences, yet these estimates may not align with human preferences.This work introduces QE-fusion, a method that synthesizes translations using a quality estimation metric (QE), …