3 ms·
Hi Jeremy (& Sebastian of course), this is an amazing contribution to the state of the art! I haven't read things in depth, but am curious - how do these model
by timClicks 8y ago
Hi Jeremy (& Sebastian of course), this is an amazing contribution to the state of the art!
I haven't read things in depth, but am curious - how do these models cope with out of vocabulary terms?
- madisonmay 8y agoInitially embeddings of OOV terms are initialized to mean embeddings, and then the language model fine-tuning step allows the model to adjust these values. See [18] here: https://github.com/fastai/fastai/blob/master/courses/dl2/imdb.ipynb https://github.com/fastai/fastai/blob/master/courses/dl2/imd....