Evidence > Intuition: Transferability Estimation for Encoder Selection

Keyphrases

• Encoder 100%
• Language Model 100%
• Natural Language Processing 60%
• Computer Vision 20%
• Model Performance 20%
• Processing Task 20%
• De Facto Standard 20%
• Transferability 20%
• Structured Prediction 20%
• Model Ranking 20%
• Entire Space 20%
• Measure of Evidence 20%
• Quantitative Metrics 20%
• Classification Prediction 20%
• Pure Intuition 20%
• Large-scale Pre-trained Model 20%

Computer Science

• Language Modeling 100%
• Natural Language Processing 60%
• Processing Task 20%
• Fundamental Problem 20%
• Pre-Trained Language Models 20%
• Final Language 20%
• De Facto Standard 20%
• Quantitative Metric 20%
• Computer Vision 20%