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Relation Extraction

207 directly classified papers

Papers per year

Papers

UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction EMNLP 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022
Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022
RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction ACL 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022
Packed Levitated Marker for Entity and Relation Extraction ACL 2022
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022
Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022
Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
Towards relation extraction from speech EMNLP 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling EMNLP 2022
Open Relation and Event Type Discovery with Type Abstraction EMNLP 2022
Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022