Meta-learning via Language Model In-context Tuning

Keyphrases

• Language Model 100%
• Meta-learning 100%
• In-context 100%
• ROC-AUC 28%
• Average AUC 28%
• ROC Score 28%
• Input Sequence 28%
• Prediction Problems 14%
• Concatenated 14%
• Sequence Prediction 14%
• Classification Task 14%
• Contextual Learning 14%
• Pattern Matching 14%
• Task Instructions 14%
• Simple Sequence 14%
• New Task 14%
• Gradient Descent 14%
• Text Classification 14%
• Model Size 14%
• Pre-trained Language Model 14%
• Large Language Models 14%
• Task Prediction 14%
• Task Adaptation 14%
• Target Labels 14%
• Inductive Bias 14%

Computer Science

• Language Modeling 100%
• Meta-Learning 100%
• Pattern Matching 50%
• Gradient Descent 50%
• Labeled Example 50%
• Text Classification 50%
• Classification Task 50%
• Large Language Model 50%
• Pre-Trained Language Models 50%