Relation Extraction

Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction 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 ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024 LabelPrompt: Effective prompt-based learning for relation classification ACML 2024 Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach EMNLP 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024 Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024 Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024 Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024 Open-Vocabulary Video Relation Extraction AAAI 2024 Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024 PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024 Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024 The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024 Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024 Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024 When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024 A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction ACL 2023