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Related Questions
- What are the common causes of entity drift in NER models, and how can they be addressed?
- How does entity drift impact the performance of NER models in different languages, and what are the implications for multilingual models?
- Can you explain the concept of domain shift and its relationship to entity drift in NER models?
- What are some strategies for detecting and mitigating entity drift in NER models, and how can they be implemented?
- How does entity drift affect the accuracy of NER models in specific domains, such as finance, healthcare, or social media?
- What are the challenges of entity drift in NER models, and how can they be overcome in practice?
- Can you discuss the role of data quality and annotation in preventing entity drift in NER models, and provide examples of best practices?
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