experiments.md

1. Neural Relation Extraction with Selective Attention over Instances. Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun. ACL2016.

• code: OpenNRE:
  • Embedding
    • Word embedding
    • Position embedding
  • Encoder
    • PCNN
    • CNN
    • RNN
    • Bidirection RNN
  • Selector
    • Attention
    • Maximum
    • Average
  • Classifier
    • Softmax Loss Function
    • Output
• propocessed nyt dataset for above code on my disk(i.e. train.json/test.json/rel2id.json/word_vec.json for NYT dataset).

2. Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention Han, Xu and Yu, Pengfei and Liu, Zhiyuan and Sun, Maosong and Li, Peng. EMNLP2018.

• code: HNRE

３. Adversarial training for Neural Relation Extraction Yi Wu, David Bamman, Stuart Russell.

• code: AtNRE