MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets

Keyphrases

• Natural Language Processing 100%
• Multi-task 100%
• SemEval 100%
• Multilingual Learning 100%
• Semantic Dataset 100%
• Processing Task 75%
• Language Model 50%
• Multi-task Model 50%
• Multi-task Learning 25%
• Information Sharing 25%
• Error Reduction 25%
• Task Learning 25%
• Sentence-level 25%
• Training Step 25%
• Autoencoder 25%

Computer Science

• Natural Language Processing 100%
• Processing Task 75%
• Language Modeling 50%
• Multitask Learning 25%
• Annotation 25%
• Autoencoder 25%
• Share Information 25%