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Related Questions
- What are some examples of long-term dependency tasks in natural language processing (NLP)?
- How do long short-term memory (LSTM) and transformer models handle long-term dependencies in text sequences?
- Can you provide examples of reasoning and inference tasks that require attention mechanisms in sequence models?
- What are some applications of long-term dependency tasks in areas like question answering and text summarization?
- How do recurrent neural networks (RNNs) and other sequence models handle the vanishing gradient problem in long-term dependency tasks?
- What are some differences between short-term and long-term dependency tasks in terms of model architecture and training objectives?
- Can you give an example of a real-world scenario where long-term dependency tasks are essential for accurate information extraction and decision-making?
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