Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning

Keyphrases

• Self-training 100%
• Positive-unlabeled Learning 100%
• Knowledge Graph 100%
• Knowledge Graph Reasoning 100%
• Reasoning Tasks 66%
• Learning Problems 33%
• Reasoning Ability 33%
• State-of-the-art Techniques 33%
• Jointly Estimate 33%
• Encoder 33%
• Updating Model 33%
• Twitter Dataset 33%
• Training Procedure 33%
• Variational Framework 33%
• Real-world Knowledge 33%
• Posterior Estimation 33%

Computer Science

• False Negative 100%
• False Positive 66%
• Reasoning Task 66%
• Learning Problem 33%
• World Knowledge 33%