Context rep

[vtontodonato]

I've read the article, it is really clear thanks for sharing your work.

But I did not find in the code, when you concatenate left and right context, where is the stripping of the target word? ... it seems to me that you use all the context's words to represent the i-word context including the i-word itselft. Of course I wrong because my python is not so good, can you explain also only with a simple comment, where this is done in code.

Thanks in advance.
v

[orenmel]

The concatenation is done in context_models.py:186. Note that I first compute the left-to-right and right-to-left contexts for all of the positions in the sentence and only then perform the concat. Take a look at lines 173-174 to understand how the target word is stripped (e.g. the concatenation of h_l2r(a) and h_r2l(c) will be placed in the sentence position of word b).