Exploring the Efficiency of Batch Active Learning for Human-in-the-Loop Relation Extraction

Keyphrases

• Human-in-the-loop 100%
• Relation Extraction 100%
• Batch Mode Active Learning 100%
• Batch Size 66%
• Active Learning 33%
• Model Performance 33%
• Best Model 33%
• Real-world Application 33%
• Training Data 33%
• Inherent Noise 33%
• Distant Supervision 33%
• Training Time 33%
• Competitive Performance 33%
• Annotated Corpus 33%
• Sequential Strategy 33%
• Active Learning Approach 33%
• Labeling Effort 33%
• Supervised Learning Model 33%
• Annotation Cost 33%

Computer Science

• Active Learning 100%
• Human-in-the-Loop 100%
• Learning Approach 33%
• Training Data 33%
• World Application 33%
• Annotation 33%
• Performance Model 33%
• Supervised Learning 33%