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Related Questions
- What are the benefits of using synonym replacement in text augmentation for text classification tasks?
- How does synonym replacement impact the performance of a text classification model?
- Can you provide examples of synonym replacement techniques used in text augmentation?
- What are the potential drawbacks of relying solely on synonym replacement for text augmentation?
- How does synonym replacement compare to other text augmentation techniques, such as back-translation or paraphrasing?
- Can you discuss the role of synonym replacement in improving the robustness of text classification models to out-of-vocabulary words?
- How can synonym replacement be used to create more diverse and challenging training datasets for text classification tasks?
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