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