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Tung Thanh Nguyen

2 accepted papers

2025

Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective

AAAI 2025technical

To address catastrophic forgetting in Continual Relation Extraction (CRE), many current approaches rely on memory buffers to rehearse previously learned knowledge while acquiring new tasks. Recently, prompt-based methods have emerged as potent alternatives to rehearsal-based strategies, demonstratin…

Cited by 1SourcePDFScholar
2024

Continual Relation Extraction via Sequential Multi-Task Learning

AAAI 2024technical

To build continual relation extraction (CRE) models, those can adapt to an ever-growing ontology of relations, is a cornerstone information extraction task that serves in various dynamic real-world domains. To mitigate catastrophic forgetting in CRE, existing state-of-the-art approaches have effecti…

Cited by 8SourcePDFScholar