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Related Questions
- What are the key differences between entity recognition and contextual modeling in terms of capturing contextual information?
- How do entity recognition models struggle to capture nuances in language that contextual modeling can handle?
- Can you provide examples of scenarios where entity recognition falls short in capturing contextual information?
- What are the implications of entity recognition's limitations in capturing contextual information for downstream applications?
- How do contextual modeling techniques, such as transformer-based models, address the limitations of entity recognition?
- What are the challenges in integrating entity recognition and contextual modeling to leverage their respective strengths?
- Can you discuss the trade-offs between the accuracy of entity recognition and the contextual understanding provided by contextual modeling?
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