Relation Extraction

Distant Supervised Relation Extraction with Separate Head-Tail CNN EMNLP 2019 Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019 Enhancing biomedical word embeddings by retrofitting to verb clusters ACL 2019 Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019 Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019 Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019 Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification AAAI 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019 Improving Relation Classification by Entity Pair Graph ACML 2019 Improving Relation Extraction with Knowledge-attention EMNLP 2019 Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019 KnowledgeNet: A Benchmark Dataset for Knowledge Base Population EMNLP 2019 Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ACL 2019 Learning to Transfer Relational Representations through Analogy AAAI 2019 Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019 Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification ACL 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 Relation Extraction among Multiple Entities Using a Dual Pointer Network with a Multi-Head Attention Mechanism EMNLP 2019 Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework EMNLP 2019 Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL 2019 YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019 A Case Study on Learning a Unified Encoder of Relations EMNLP 2018 Adversarial training for multi-context joint entity and relation extraction EMNLP 2018 Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP 2018