Findings of the WMT 2021 shared task on quality estimation
We report the results of the WMT 2021 shared task on Quality Estimation, where the
challenge is to predict the quality of the output of neural machine translation systems at the …
challenge is to predict the quality of the output of neural machine translation systems at the …
KU X upstage's submission for the WMT22 quality estimation: Critical error detection shared task
This paper presents KU X Upstage's submission to the quality estimation (QE): critical error
detection (CED) shared task in WMT22. We leverage the XLM-RoBERTa large model …
detection (CED) shared task in WMT22. We leverage the XLM-RoBERTa large model …
Towards Precise Localization of Critical Errors in Machine Translation
The advent of large language models has experienced a remarkable improvement in the
field of machine translation. However, machine translation is still vulnerable to critical …
field of machine translation. However, machine translation is still vulnerable to critical …
Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection
Critical error detection (CED) aims to identify the presence of catastrophic meaning
distortion in machine translation. Fatal errors require significant attention because of their …
distortion in machine translation. Fatal errors require significant attention because of their …
Detecting Critical Errors Considering Cross-Cultural Factors in English-Korean Translation
Recent machine translation (MT) systems have overcome language barriers for a wide
range of users, yet they still carry the risk of critical meaning deviation. Critical error detection …
range of users, yet they still carry the risk of critical meaning deviation. Critical error detection …
Explainable CED: A Dataset for Explainable Critical Error Detection in Machine Translation
Critical error detection (CED) in machine translation is a task that aims to detect errors that
significantly distort the intended meaning. However, the existing study of CED lacks …
significantly distort the intended meaning. However, the existing study of CED lacks …
[PDF][PDF] Towards Informed Pre-Training for Critical Error Detection in English-German.
This paper presents two data augmentation methods for pre-training, to find critical errors in
machine translations. This includes an alignment approach used in traditional machine …
machine translations. This includes an alignment approach used in traditional machine …