2020
EMNLP
EMNLP 2020
TMUOU Submission for WMT20 Quality Estimation Shared Task
Abstract
AbstractWe introduce the TMUOU submission for the WMT20 Quality Estimation Shared Task 1: Sentence-Level Direct Assessment. Our system is an ensemble model of four regression models based on XLM-RoBERTa with language tags. We ranked 4th in Pearson and 2nd in MAE and RMSE on a multilingual track.
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Interdisciplinary Bridge
- Artificial Intelligence and Natural Language Processing
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Hot Topic Early Bird
- multilingual evaluation
Topics
Artificial Intelligence > Learning Paradigms > Transfer Learning
Machine Learning > Core Methods > Regression
Natural Language Processing > Applications > Machine Translation
Machine Learning > Learning Types > Ensemble Learning
Deep Learning > Learning Types > Transfer Learning
Deep Learning > Learning Types > Ensemble Learning
Artificial Intelligence > Core AI > Natural Language Processing