Questions tagged [bidirectional-lstm]
4 questions
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What are pros and cons of Bi-LSTM as compared to LSTM?
What are the pros and cons of LSTM vs Bi-LSTM in language modelling? What was the need to introduce Bi-LSTM?
DRV
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How are the softmax normalized weights in ELMo actually learned and computed?
I was reading the ELMo paper, and they speak of task-specific representations of words (or tokens generally speaking) by using the following equation: $ELMo_{k}^{task} = \gamma^{task}\sum_{0}^{L}{s_{j}^{task}h_{k,j}^{LM}}$ where $ELMo_{k}^{task}$ is…
Propr
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How to remove boilerplate (or extract main content) from web pages?
Data: Raw source code of a website and the final cleaned main content I want to extract from the raw source code. The source code comes from different websites with different layouts and code structures. They all belong thematically to the same…
nesquick
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How to reduce loss of Bi-LSTM handwriting recognition model?
I am currently training an bi-LSTM model which predicts the handwriting of an individual. I am hitting a current min loss of 1.2 and I think it is not a problem with the model because I copied a model used by this study, which uses the IAM dataset…
