Nice article !

Actually, CharacterBERT can be very useful in many other domains, as Text to Code issues.

However, I think you miss an interessting comparison with BPE technique, which is also a technique to avoid vocabulary dependencies and use a character embeding for tokens.

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Data scientist & Ph.D. researcher on AI. My area of expertise is around Deep Learning, NLP, and XAI — https://abdelkader-rhouati.medium.com/membership

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Abdelkader Rhouati

Abdelkader Rhouati

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Data scientist & Ph.D. researcher on AI. My area of expertise is around Deep Learning, NLP, and XAI — https://abdelkader-rhouati.medium.com/membership