2 papers
cs.LG2026
DAQ: Delta-Aware Quantization for Post-Training LLM Weight Compression
Xiaoming Yu, Shize Tang, Guanghua Yu +4
We introduce Delta-Aware Quantization (DAQ), a data-free post-training quantization framework that preserves the knowledge acquired during post-training. Standard quantization obje…
cs.CL2023
Label-Free Multi-Domain Machine Translation with Stage-wise Training
Fan Zhang, Mei Tu, Sangha Kim +2
Most multi-domain machine translation models rely on domain-annotated data. Unfortunately, domain labels are usually unavailable in both training processes and real translation sce…