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Related Questions
- What are some common challenges in aspect-based sentiment analysis, such as identifying specific aspects and their corresponding sentiments?
- How can aspect-based sentiment analysis be affected by the presence of negation and ambiguity in text data?
- What are some strategies for handling out-of-vocabulary words and domain-specific terminology in aspect-based sentiment analysis?
- Can you explain the impact of aspect hierarchy and co-occurrence on the accuracy of aspect-based sentiment analysis?
- How can the limitations of aspect-based sentiment analysis be mitigated when dealing with text data that contains sarcasm and idioms?
- What role does the choice of aspect extraction and sentiment lexicon play in the accuracy of aspect-based sentiment analysis?
- Are there any techniques for improving the robustness of aspect-based sentiment analysis to variations in syntactic and semantic ambiguity?
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