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Natural Language Processing is a set of techniques from linguistics, artificial intelligence, machine learning and statistics that aim at processing and understanding human languages.

3 votes
Accepted

Is concatenating a single integer sufficient for encoding positional embeddings in transform...

Good question. One problem with your proposed method of encoding is that, for lengthy sequences, your positional encoding integer can end up being quite large, out-scaling the other dimensions. This a …
Philip Voinea's user avatar
5 votes

Intuitive explanation for summing the embedding and positional encoding in the Transformer's...

I've broken my head over this question for a long time. Here's the best answer I came across, from redit. TL;DR: It is intuitively possible that, in high dimensions, the word vectors form a smaller d …
Philip Voinea's user avatar