Chat-with-Skywalker

Skywalker Chatbot for Natural Language Processing 2019 Fall @ Fudan University, by Zuobai Zhang

What's this

In fact, I think this project is a failure.

How to use

Prerequisites

Python 3.7
Pytorch 1.0.1

Usage

To train the model, you should first go into the /code/ repository and then run this command.

python main.py -tr ./data/Dailydialog.txt -la 2 -hi 256 -lr 0.0001 -it 20000 -b 64 -p 500 -s 1000

To chat with Luke Skywalker, you can first type this command and get the basic reply. Then, you should select the sentence with highest BLEU score in Luke Corpus as the final reply. (This step is in some sense unreasonable.)

python main.py -te ./save/model/Dailydialog/2-2_256/20000_backup_bidir_model.tar -c ./data/crosstalk_peng -i

Examples

Me： What are you doing?
Chatbot： I'm looking for my key.
Luke： I'm looking for a great warrior.
Me： What's your problem? 
Chatbot： I'm going to Rockefeller Center. Thanks for asking.
Luke： They're a lot stronger than I'm used to. 
Me： Where is he?
Chatbot： He's on that aircraft.
Luke： Vader's on that ship.