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Research Review Notes

Summaries of academic research papers

Generating Sentences from a Continuous Space


Idea

The paper presents an alternative strategy to language modeling using RNNs. The authors attempt to use this to impute missing words in a sentence, to interpolate between the latent representations of 2 sentences, and also generate sentences by sampling from the space of the latent representation’s prior probability.

Background

Method

Observations