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Binary file added ParaphrasingTIR.pdf
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6 changes: 5 additions & 1 deletion decoding/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -58,7 +58,11 @@ Once the above settings are set as desired, we can start training a model. This
import train
train.trainer(X, C, skmodel)

Where skmodel is the skip-thoughts model loaded from Step 3. As training progresses the model will periodically generate samples and compare them to the ground truth. For the decoding task, you might start seeing results like this:
Where skmodel is the skip-thoughts model loaded from Step 3.

`skmodel=skipthoughts.load_model()`

As training progresses the model will periodically generate samples and compare them to the ground truth. For the decoding task, you might start seeing results like this:

Truth 0 : UNK in hand , I opened my door .
Sample ( 0 ) 0 : Saber , I opened my door in .
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