CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognitionby Yafeng…
Flexora: Flexible Low Rank Adaptation for Large Language Modelsby Chenxing Wei, Yao Shu, Ying Tiffany…
LLM-PCGC: Large Language Model-based Point Cloud Geometry Compressionby Yuqi Ye, Wei GaoFirst submitted to arxiv…
UNLEARN Efficient Removal of Knowledge in Large Language Modelsby Tyler Lizzo, Larry HeckFirst submitted to…
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restorationby Donwon Park, Hayeon Kim, Se…
TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Predictionby Xingzhi Zhou, Xin Dong, Chunhao Li,…
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Modelsby Vorakit Vorakitphan,…
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMsby Ashwinee Panda, Berivan Isik, Xiangyu Qi, Sanmi…
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Modelby Changhai Zhou, Shijie…
Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable…