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Relation Extraction

207 directly classified papers

Papers per year

Papers

Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering ACL 2023
Corpus-Based Task-Specific Relation Discovery ACL 2023
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023
Misleading Relation Classifiers by Substituting Words in Texts ACL 2023
Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis ACL 2023
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction AAAI 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction ACL 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
Linguistic representations for fewer-shot relation extraction across domains ACL 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
Chinese Metaphorical Relation Extraction EMNLP 2023
Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction AAAI 2023
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022
Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022
D-REX: Dialogue Relation Extraction with Explanations ACL 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction EMNLP 2022