Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

Keyphrases

• Applications of Supervised Learning 16%
• Benchmark Dataset 16%
• Distant Supervision 16%
• Distantly Supervised 100%
• Entity Mention 16%
• Entity Typing 16%
• Generalization Ability 16%
• Incomplete Labels 16%
• Knowledge Base 16%
• Labeled Data 33%
• Language Model 100%
• Learning Model 100%
• Learning Scheme 16%
• Matching Entity 16%
• Named Entity Recognition 100%
• New Loss Function 16%
• Noise-robust Learning 100%
• Noisy Labels 33%
• Pre-trained Language Model 16%
• Raw Text 16%
• Recognition Model 66%
• Self-training 100%
• Self-training Method 16%
• Superior Performance 16%

Computer Science

• Biggest Challenge 16%
• Generalization Ability 16%
• Knowledge Base 16%
• Language Modeling 100%
• Learning Scheme 16%
• Named Entity Recognition 100%
• Pre-Trained Language Models 16%
• Raw Text 16%
• Self-Training 100%
• Superior Performance 16%
• Supervised Learning 16%