Project：Iqiyi Movie Dialog System

This is the code for the demo of Iqiyi movie dialog system (爱奇艺电影对话系统) project.

Data

Iqiyi Movie dialog data is available here
It has 800 dialogues collected and labeled under a crowdsourcing Wizard-of-Oz framework.
The language is Chinese. For more information please refer to the paper:

Yinpei Dai, Zhijian Ou, Dawei Ren, and Pengfei Yu. Tracking of enriched dialog
states for flexible conversational information access. In 2018 IEEE International
Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Calgary, Canada.

Requirements

• Tensorflow >= 1.6
• Jieba
• Django 2.0.7

Usage

Demo testing

1. Change into the work directory, run python manage.py runserver 8000
2. Open your web browser, enter the URL localhost:8000/IqiyiProject/dialog
3. Chat with the dialog agent like follows:

Model training

In this code, the model has already been trained and saved in model_ckpt directory. If you want to re-train the model, please revise the EDST_test_web.py file.