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Related Questions
- What is polysemy and how does it affect natural language processing?
- Can you provide examples of polysemous words and how they are used in different contexts?
- How do contextual word embeddings, such as those used in BERT and RoBERTa, address the issue of polysemy?
- What are some limitations of contextual word embeddings in handling polysemy, and how can they be improved?
- Can you explain the concept of sense embeddings and how they relate to polysemy?
- How do polysemous words affect the performance of language models, and what are some strategies to mitigate these effects?
- Can you discuss the role of polysemy in language understanding and how it impacts downstream tasks such as question answering and sentiment analysis?
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