most citedPreserving Generalization of Language models in Few-shot Continual Relation Extraction

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cs.LG2025

Few-shot Continual Relation Extraction via Open Information Extraction

Thiem Nguyen, Anh Nguyen, Quyen Tran +4

Typically, Few-shot Continual Relation Extraction (FCRE) models must balance retaining prior knowledge while adapting to new tasks with extremely limited data. However, real-world…

cs.LG2024

Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning

Quyen Tran, Hoang Phan, Minh Le +6

Humans perceive the world as a series of sequential events, which can be hierarchically organized with different levels of abstraction based on conceptual knowledge. Drawing inspir…