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cs.CL2024
Incremental Sequence Labeling: A Tale of Two Shifts
Shengjie Qiu, Junhao Zheng, Zhen Liu +2
The incremental sequence labeling task involves continuously learning new classes over time while retaining knowledge of the previous ones. Our investigation identifies two signifi…
cs.CL2023★ 1 cited
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
Junhao Zheng, Shengjie Qiu, Qianli Ma
Incremental Learning (IL) has been a long-standing problem in both vision and Natural Language Processing (NLP) communities. In recent years, as Pre-trained Language Models (PLMs)…