ADAPTIVE BUDGET ALLOCATION FOR PARAMETER-EFFICIENT FINE-TUNING

Keyphrases

• Parameter Tuning 100%
• Budget Allocation 100%
• Incremental Update 100%
• Training Model 66%
• Weight Matrix 66%
• Downstream Task 66%
• Pre-trained Weights 66%
• Publicly Available 33%
• Natural Language Processing 33%
• Question Answering 33%
• Natural Language Generation 33%
• NLP. 33%
• Singular Value Decomposition 33%
• Low-rank 33%
• Weight Parameter 33%
• Singular Values 33%
• Budget Sets 33%
• Tuning Methods 33%
• Tuning Performance 33%
• Low Budget 33%
• Large-scale Pre-trained Model 33%
• Parameter Efficiency 33%

Computer Science

• Singular Value 100%
• Pre-Trained Model 100%
• Natural Language Generation 50%
• Natural Language Processing 50%
• Performance Tuning 50%
• Common Practice 50%
• Pre-Trained Language Models 50%