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Relation Extraction

207 directly classified papers

Papers per year

Papers

SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024
LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024
Open-Vocabulary Video Relation Extraction AAAI 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024
Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
Misleading Relation Classifiers by Substituting Words in Texts ACL 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis ACL 2023