Relation Extraction

Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction EMNLP 2021 Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021 Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ACL 2021 Learning Logic Rules for Document-Level Relation Extraction EMNLP 2021 Modular Self-Supervision for Document-Level Relation Extraction EMNLP 2021 Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021 PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction ACL 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021 Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021 Semi-Open Attribute Extraction from Chinese Functional Description Text ACML 2021 SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021 Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction EMNLP 2021 Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction ACL 2021 Towards Realistic Few-Shot Relation Extraction EMNLP 2021 A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020 Are Noisy Sentences Useless for Distant Supervised Relation Extraction? AAAI 2020 Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification EMNLP 2020 CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning AAAI 2020 Denoising Relation Extraction from Document-level Distant Supervision EMNLP 2020 Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020 Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction AAAI 2020 Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020 Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020 Extracting Relations between Radiotherapy Treatment Details EMNLP 2020