← Search

Jaewoong Yun

2 accepted papers

2024

SNP: Structured Neuron-level Pruning to Preserve Attention Scores

ECCV 2024poster

"Multi-head self-attention (MSA) is a key component of Vision Transformers (ViTs), which have achieved great success in various vision tasks. However, their high computational cost and memory footprint hinder their deployment on resource-constrained devices. Conventional pruning approaches can only…

2023

Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency

ACL 2023findings

In this study, we analyze the model intrinsic features of a summarization model by varying the fine-tuning objectives and datasets. We fine-tune BART models combining three fine-tuning objectives (negative log-likelihood, unlikelihood, and contrastive loss) and two datasets (CNN/DailyMail and XSum)…