UmBERTo-MTSA@ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations

Computer Science

• Annotation 100%
• Multitask Learning 100%
• Language Modeling 50%
• Data Augmentation 50%
• Performance Model 50%
• Unlabeled Example 50%

Keyphrases

• Head Movement Prediction 100%
• Supervised Annotation 100%
• Multi-task Training 100%