Task-Oriented Rank Adaptation for Continual Learning in Text Classification

Rey Sanchez Lopez, Eduardo Morales Manzanares, Hugo Jair Escalante

Continual learning (CL) in text classification faces two critical challenges: catastrophic forgetting and negative transfer across sequential tasks. Parameter-Efficient Fine-Tuning…