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DSTC7-Keras

Participating DSTC7 in 2018

Prerequisites

Tested under the envoriment with following packages:

Python 3.6
tensorflow-gpu 1.6
keras-gpu 2.x

Generate preprocessed data

Make following directories under the repository

> cd dstc7-keras
> mkdir data
> mkdir train_data
> mkdir valid_data

And place following files under dstc7-keras/data:

1. glove.42B.300d.txt
2. ubuntu_train_subtask_1.json
3. ubuntu_dev_subtask_1.json

Execute following command:

> python3 preprocess/prepare_data.py --train_in data/ubuntu_train_subtask_1.json --validation_in data/ubuntu_dev_subtask_1.json --vocab_path data/ubuntu_subtask_1.txt  --vocab_processor data/ubuntu_subtask_1.bin

Train a model

> python3 train.py

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