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The most sophisticated approach would be to use a pre-trained language model (like BERT, RoBERTa, etc.) to generate embeddings for the string. These models capture deep contextual relationships and produce powerful features for downstream tasks.

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For simplicity, let's manually tokenize it: The most sophisticated approach would be to use

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