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I am looking for a simple and good model that can learn to encode and reconstruct text sentences to use it in some downstream task. I tried a tensorflow seq2seq model here, but it doesn't do reconstruction well, even after trying different hyperparamaters. This was without attention, and adding attention gives me problems with current tensorflow seq2seq library.

So I wonder if there are any simple models that can do good text reconstruction out there, please point me to them. Thank you!

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