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Bi-LSTM+CRF sequence labeling model implemented in PyTorch
Thank you for your code, as it is a good example of batched CRF implementation.
I'm not sure, but in your CRFLayer (main.py, L46 & L50), I think the dim of log_sum_exp should be -2 instead of -1? Because it should do max operation over the next_tag dimension instead of current_tag dimension.
How should I calculate the loss with the mask?
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