Questions tagged [masking]
The masking tag has no usage guidance.
7
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Keras masking with MultiHeadAttention
I am following keras example to classify time series using transformers. Timeseries classification with a Transformer model
The creation of the model is presented in the following code snippet:
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Embedding: Can i use it in a time series problem?
I'm trying to do feature extraction in some discretized time series with a variable length, doing that i'm creating an RNN auto encoder. My main problem is to find a way to let the model train with ...
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2
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1
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485
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Why shouldn't we mask [CLS] and [SEP] in preparing inputs for a MLM?
I know that MLM is trained for predicting the index of MASK token in the vocabulary list, and I also know that [CLS] stands for the beginning of the sentence and [SEP] telling the model the end of the ...
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1
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Dealing with high frequency tokens during masked Language modelling?
Suppose I am working with a Masked Language Model to pre-train on a specific dataset. In that dataset, most sequences have a particular token of a high frequency
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There could be a problem with the linear layer after the attention inside a transformer?
My question regards this image:
It seems that after the multi head attention there is a linear layer as they mention also from here:
the linearity is given by the weights W^{o}. my quesion is: for ...
- 95
2
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1
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380
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Decoder Transformer feedforward
I have a question about the decoder transformer feed forward during training.
Let's pick an example: input data "i love the sun" traduction i want to ...
- 95
1
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1
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84
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Anonymize continuous variable for masking purposes
I am about to kick off a large hackathon event.
We have a dataset that is comprised of one continuous variable with high precision, and a number of categorical variables qualifying these data 3-levels ...
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