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Extraction of context Embeddings #1398

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PaulOppelt opened this issue Jan 19, 2024 · 0 comments
Open

Extraction of context Embeddings #1398

PaulOppelt opened this issue Jan 19, 2024 · 0 comments

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@PaulOppelt
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Hey everyone,

i have a question concerning the extraction of the context embedding of a specific word in a sentence: Should one mask that specific word in order to make the embedding truly contextual? Since during training the model also learns to simply reconstruct what it sees (given a small probability a word is not masked but unchanged and the model simply needs to reconstruct a word that is sees) I thought that without masking that specific word, contextual information might get lost?

thanks in advance
best,
Paul

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