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Related Questions
- What are some common methods for identifying suitable synonyms for substitution in data augmentation?
- How can we ensure that the substituted words or phrases do not alter the meaning or context of the original text?
- What is the impact of using synonymous words with varying levels of semantic similarity on the performance of a language model?
- How can we select synonyms that preserve the nuance and subtlety of the original text?
- What are some common pitfalls in using pre-trained word embeddings for synonym substitution?
- How can we evaluate the effectiveness of synonym substitution in improving the robustness of a language model?
- What are some best practices for selecting a suitable threshold for synonym substitution, balancing between data augmentation and overfitting?
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