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vaelm

Chainer-implementation of the language model introduced in the following paper:

Samuel R. Bowman+, "Generating Sentences from a Continuous Space", ICLR2016

Requirements (for Python)

  • Python 2.7.5+, 3.5+,
  • chainer v1.11.0+ (highly recommended to enable GPU + CUDNN environment)
  • six
  • numpy
  • msgpack-python
  • nltk.punkt (do nltk.download() and select d)ownload and punkt)

Example (Training)

cd /path/to/this_directory/
mkdir work && cd work
bash ../sh/download_ptb.sh
bash ../sh/prepare.sh ./ptb
bash ../sh/run.sh ./ptb

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Variational AutoEncoder based Language Models

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