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Related Questions
- What are the common challenges faced by dialogue systems when encountering unknown entities?
- How do dialogue systems typically handle out-of-vocabulary (OOV) words or entities?
- What are some techniques used to handle unknown entities in dialogue systems, such as context-dependent handling or entity disambiguation?
- Can you explain the concept of entity linking and its role in unknown entity handling in dialogue systems?
- How do dialogue systems balance between providing accurate information and avoiding over-confidence when handling unknown entities?
- What are some real-world applications of unknown entity handling in dialogue systems, such as customer service chatbots or virtual assistants?
- How do machine learning models, such as neural networks or transformers, handle unknown entities in dialogue systems, and what are their limitations?
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