Relation Extraction

Global Locality in Biomedical Relation and Event Extraction ACL 2020 Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020 Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020 Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020 Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) AAAI 2020 Neural Snowball for Few-Shot Relation Learning AAAI 2020 OpenUE: An Open Toolkit of Universal Extraction from Text EMNLP 2020 Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction ACL 2020 pyBART: Evidence-based Syntactic Transformations for IE ACL 2020 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020 Relation Extraction Exploiting Full Dependency Forests AAAI 2020 Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph AAAI 2020 Relation Extraction with Explanation ACL 2020 Revisiting Unsupervised Relation Extraction ACL 2020 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020 SUPP.AI: finding evidence for supplement-drug interactions ACL 2020 TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task ACL 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020 A Constituency Parsing Tree based Method for Relation Extraction from Abstracts of Scholarly Publications EMNLP 2019 Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019 Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019 Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019 Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019 DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019