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cs.CL2026
Consistency-Aware Parameter-Preserving Knowledge Editing Framework for Multi-Hop Question Answering
Lingwen Deng, Yifei Han, Shijie Li +2
Parameter-Preserving Knowledge Editing (PPKE) enables updating models with new information without retraining or parameter adjustment. Recent PPKE approaches used knowledge graphs…
cs.CL2025
TsqLoRA: Towards Sensitivity and Quality Low-Rank Adaptation for Efficient Fine-Tuning
Yu Chen, Yifei Han, Long Zhang +2
Fine-tuning large pre-trained models for downstream tasks has become a fundamental approach in natural language processing. Fully fine-tuning all model parameters is computationall…