Relation Classification with Attention-Bi-LSTM

中文Blog

Original paper Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification（Zhou/ACL2016） with overall architecture listed below.

Requrements

• Python (>=3.5)

• TensorFlow (>=r1.0)

Datasets

• SemEval 2010 Task 8 with 19 relations.The full introduction can be found here.

Usage

For Training:

#python3 train.py 

For final evaluate

#python3 eval.py 

To do

• finetune the paras to get better performance
• other todos are in the code
• any suggestions, welcome to issue