Experiments

Welcome to Experiments Wiki!

Relation Extraction

1. End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures [ACL 2016. Makoto Miwa, Mohit Bansal]
   • Code: LSTM-ER with TensorFlow and LSTM-ER with C++
   • Dataset
   • Notes
2. Neural Relation Extraction with Selective Attention over Instances. [ACL 2016. Yankai Lin, Shiqi Shen]
   • Code: OpenNRE
   • Dataset
   • Notes
3. Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention [EMNLP 2018. Han Xu , Yu Pengfei]
   • Code: HNRE
   • Dataset
   • Notes
4. Adversarial training for Neural Relation Extraction [EMNLP 2017. Yi Wu, David Bamman]
   • Code: AtNRE
   • Dataset
   • Notes
5. Context-Aware Representations for Knowledge Base Relation Extraction [Daniil Sorokin and Iryna Gurevych]
   • Code: emnlp2017-relation-extraction
   • Dataset
   • Notes