The technique that helps in understanding the internal mechanisms of complex models in NLP by visualizing the importance of each word is called _______.
- Attention Visualization
- Latent Semantic Analysis (LSA)
- Principal Component Analysis (PCA)
- Word Embedding
The technique referred to in the question is 'Attention Visualization.' It's a method used to visualize the attention scores of each word in an NLP model, particularly in Transformer-based models like BERT. Understanding attention can reveal how models make predictions.
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