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Related Questions
- What are the common techniques used in attention analysis to identify over-attention in machine translation models?
- How can you modify the attention mechanism in a transformer-based machine translation model to reduce over-attention on specific entities?
- What is the relationship between over-attention and the quality of machine translation output, and how can you measure it?
- Can you explain the concept of 'focus' in attention analysis and how it relates to over-attention in machine translation?
- How can you use visualization tools to identify and analyze over-attention patterns in your machine translation model?
- What are some common pitfalls to avoid when implementing attention analysis techniques to mitigate over-attention in machine translation models?
- Can you provide an example of a machine translation model that has been trained to handle over-attention on specific entities and how it was achieved?
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