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Related Questions
- How does the lack of contextual information impact the performance of sentiment analysis models?
- What are the potential downsides of relying solely on non-contextual word embeddings for sentiment analysis?
- Can non-contextual modeling lead to inconsistencies in sentiment analysis across similar texts?
- How do non-contextual models handle idiomatic expressions and figurative language in sentiment analysis?
- What are the effects of non-contextual modeling on the detection of nuances in sentiment, such as sarcasm and irony?
- How can non-contextual modeling limit the accuracy of sentiment analysis in texts with cultural or domain-specific references?
- What are some potential strategies for mitigating the limitations of non-contextual modeling in sentiment analysis?
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