Classifying relations via long short term memory networks along shortest dependency paths

Keyphrases

• Long Short-term Memory Network 100%
• Shortest Dependency Path 100%
• Relation Classification 60%
• Neural Network 40%
• Multi-channel 40%
• Distinctive Features 20%
• Information Integration 20%
• Neural Architecture 20%
• Overfitting 20%
• Heterogeneous Data Sources 20%
• Effective Information 20%
• Natural Language Processing 20%
• Heterogeneous Information 20%
• Classification Task 20%
• Dependency Path 20%
• SemEval 20%
• F1 Score 20%
• Long Short-term Memory 20%
• Recurrent Neural Network with Long Short-Term Memory 20%
• Long Short-term Memory Units 20%
• Dropout Technique 20%

Computer Science

• Neural Network 100%
• Long Short-Term Memory Network 100%
• Long Short-Term Memory Networks 100%
• Natural Language Processing 50%
• Effective Information 50%
• Information Integration 50%
• Classification Task 50%
• Recurrent Neural Network 50%

Neuroscience

• Short-Term Memory 100%
• Neural Network 50%
• Recurrent Neural Network 25%
• Natural Language Processing 25%