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conftrace_

few-shot relation extraction

8 papers

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Also known as

FSRE

Co-occurring keywords · papers mentioning both

relation extraction (5) few-shot learning (5) contrastive learning (5) relation classification (2) domain adaptation (2) transfer learning (2) hierarchical contrastive learning (1) prototype representation (1) graph neural network (1) model generation (1)

Papers

Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025 Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022 Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022 Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022 Entity Concept-enhanced Few-shot Relation Extraction ACL 2021 Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021