Relation Extraction

Automatic Extraction of Entities and Relation from Legal Documents ACL 2018 Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018 Crowdsourcing Semantic Label Propagation in Relation Classification EMNLP 2018 Discovering Implicit Knowledge with Unary Relations ACL 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018 Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018 Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP 2018 Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention EMNLP 2018 Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 N-ary Relation Extraction using Graph-State LSTM EMNLP 2018 NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ACL 2018 Possessors Change Over Time: A Case Study with Artworks EMNLP 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 Syntactic Dependency Representations in Neural Relation Classification ACL 2018 Training Classifiers with Natural Language Explanations ACL 2018 Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees ACL 2017 Learning Fine-grained Relations from Chinese User Generated Categories EMNLP 2017 Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017 Neural Relation Extraction with Multi-lingual Attention ACL 2017 Self-Crowdsourcing Training for Relation Extraction ACL 2017