RelationExtraction

CNN-based Models

(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

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
CNN-based Models		CNN-based Models
Dependency-based Models		Dependency-based Models
RNN-based Models		RNN-based Models
README.md		README.md