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[D] I created dilated convolution seq2seq and I want to publish it. I do not have any degree, then how?

I improve https://arxiv.org/abs/1705.03122 architecture to use dilated convolution based and change the attention mechanism. In small dataset, I beat that model in term of word position accuracy, never tested on bigger dataset (right now tested on 500 English-Vietnam Language Translation dataset), I would like to if I can get some guide to publish the results on research paper.

Accuracy after 20 epoch on convolution seq2seq, epoch: 20, avg loss: 5.096660, avg accuracy: 0.177135

Accuracy after 20 epoch on dilated convolution seq2seq, epoch: 20, avg loss: 0.009440, avg accuracy: 1.023615

Pardon about the accuracy more than 1.0, that one just a bug from my code, can fix it less than a second.

Again, I never tested on bigger dataset.

My question is, I am totally have no knowledge about publishing, googling seems no exact step-by-step, so can I get any links / tips / guide, thanks!

submitted by /u/huseinzol05
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.