Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?
Despite the recent success of automatic metrics for assessing translation quality, their
application in evaluating the quality of machine-translated chats has been limited. Unlike …
application in evaluating the quality of machine-translated chats has been limited. Unlike …
Watching the watchers: Exposing gender disparities in machine translation quality estimation
E Zaranis, G Attanasio, S Agrawal… - ar** Data Augmentation for Machine Translation Quality Estimation
S Li, X Bi, T Liu, Z Chen - IEEE/ACM Transactions on Audio …, 2024 - ieeexplore.ieee.org
Machine translation quality estimation (QE) refers to the quality assessment of machine
translations without a given reference translation. Supervised QE models based on neural …
translations without a given reference translation. Supervised QE models based on neural …
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation
Knowledge distillation, transferring knowledge from a teacher model to a student model, has
emerged as a powerful technique in neural machine translation for compressing models or …
emerged as a powerful technique in neural machine translation for compressing models or …
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms
The performance of Large Language Models (LLMs) degrades from the temporal drift
between data used for model training and newer text seen during inference. One …
between data used for model training and newer text seen during inference. One …