Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmeticby Rishabh…
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasksby Niall Taylor,…
Higher Layers Need More LoRA Expertsby Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo…
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusionby Shoubin Yu, Jaehong Yoon, Mohit…
Low-rank Attention Side-Tuning for Parameter-Efficient Fine-Tuningby Ningyuan Tang, Minghao Fu, Ke Zhu, Jianxin WuFirst submitted…
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysisby Chao Zhang, Yuren Mao, Yijiang Fan, Yu…
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completionby Ruilin Luo,…
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasksby Haoyuan Wu,…
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imagingby Jinlong He, Pengfei…
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Modelsby Terry Yue Zhuo, Armel Zebaze, Nitchakarn Suppattarachai,…