Quality Estimation | Gabriele Sarti

Quality Estimation

QE4PE: Word-level Quality Estimation for Human Post-Editing

We investigate the impact of word-level quality estimation on MT post-editing with 42 professional post-editors.

Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement

We evaluate unsupervised word-level quality estimation (WQE) methods for machine translation, focusing on their robustness to human label variation.