Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Keyphrases

• Activation Map 100%
• Text Similarity 100%
• Saliency Map 100%
• Accurate Interpretation 50%
• Transformer Model 50%
• Similarity-based Prediction 50%
• Human Perception 50%
• Unsupervised Techniques 50%
• BERT Model 50%
• Pre-trained BERT 50%
• Human Evaluation 50%
• Unsupervised Setting 50%
• Semantic Matching 50%

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Unsupervised Technique 50%
• Human Perception 50%