- (2014COLING) Relation Classification via Convolutional Deep Neural Network
- (2015ACL) Classifying Relations by Ranking with Convolutional Neural Networks （CR-CNN
- (2016COLING) Attention-Based Convolutional Neural Network for Semantic Relation Extraction (Attention-CNN)
- (2016ACL) Relation Classification via Multi-Level Attention CNNs
- (2017emEval) MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
- (2016ACL) End-to-End Relation Extraction using LSTMs on Sequences and Tree Structure
- (2016ACL) Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
- (2016COLING) Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention
- (2015ACL) A Dependency-Based Neural Network for Relation Classification
- (2015EMNLP) Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
- (2015EMNLP) Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
- (2016COLING) Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation
- (2016ACL) Bidirectional Recurrent Convolutional Neural Network for Relation Classification
- (2018EMNLP) Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning