Relation Extraction

Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023 TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023 Understanding More Knowledge Makes the Transformer Perform Better in Document-level Relation Extraction ACML 2023 Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023 Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023 Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms EMNLP 2022 A sequence-to-sequence approach for document-level relation extraction ACL 2022 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 Autoregressive Structured Prediction with Language Models EMNLP 2022 Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022 Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022 Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022 Consistent Representation Learning for Continual Relation Extraction ACL 2022 Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022 DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022 D-REX: Dialogue Relation Extraction with Explanations ACL 2022 Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL 2022 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022 How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022 Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022 MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022