Rafał Józefowicz
3 papers in the PaperMetrix corpus
Papers by this author
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Generating Sentences from a Continuous Space
2016
The standard recurrent neural network language model (rnnlm) generates sentences one word at a time and does not work from an explicit global sentence representation. In this work, we introduce and study an rnn-based variational …
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Exploring the Limits of Language Modeling
2016 · arXiv (Cornell University)
In this work we explore recent advances in Recurrent Neural Networks for large scale Language Modeling, a task central to language understanding. We extend current models to deal with two key challenges present in this …
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Learning to Generate Reviews and Discovering Sentiment
2017 · arXiv (Cornell University)
We explore the properties of byte-level recurrent language models. When given sufficient amounts of capacity, training data, and compute time, the representations learned by these models include disentangled features corresponding to high-level concepts. Specifically, we …