KBQA-multi-attention-RNN

Source code and datasets of paper: A Multi-Attention RNN Based Relation Linking Approach for Ques-tion Answering over Knowledge Base.

Requirements

jieba 0.39
python 3.6
keras 2.2.4
nltk 3.4.5
numpy 1.16.5
scikit-learn 0.21.2
tensorflow 1.14.0
tqdm 4.32.1

Datasets

LC_Quad

Run and Test

• entity_linking

  python build_data.py      
  python train.py  
  python evaluate.py

• relation_detection

  python preprocess.py
  python model_twoatt_con.py
  python eval_twoatt_con.py