nlpxucan / IOI

Tensorflow implementation for IOI model

IOI

This is an implementation of [One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues, ACL 2019].

Requirements

• Ubuntu 16.04
• Tensorflow 1.4.0
• Python 3.5

Usage

Dowload ubuntu corpus and preprocess the data, run

# download ubuntu corpus and the pre-trained word2vec file 
sh download.sh

# preprocess the data
python data_utils_record.py

All hyper parameters are stored in config.py. To train, run

python main.py --log_root=logs_ubuntu --batch_size=20

To evaluate the model, run

python evaluate.py --log_root=logs_ubuntu --batch_size=20