Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASRby Abhishek Gupta, Amruta Parulekar, Sameep Chattopadhyay,…
Balancing Label Quantity and Quality for Scalable Elicitationby Alex Mallen, Nora BelroseFirst submitted to arxiv…
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Modelsby Sajjad Ghiasvand, Yifan Yang, Zhiyu Xue,…
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasksby Akshara Prabhakar, Yuanzhi Li, Karthik Narasimhan,…
Supply Chain Network Extraction and Entity Classification Leveraging Large Language Modelsby Tong Liu, Hadi MeidaniFirst…
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Modelsby Peng Xia, Kangyu Zhu, Haoran…
In-context KV-Cache Eviction for LLMs via Attention-Gateby Zihao Zeng, Bokai Lin, Tianqi Hou, Hao Zhang,…
The Non-Local Model Merging Problem: Permutation Symmetries and Variance Collapseby Ekansh Sharma, Daniel M. Roy,…
CREAM: Consistency Regularized Self-Rewarding Language Modelsby Zhaoyang Wang, Weilei He, Zhiyuan Liang, Xuchao Zhang, Chetan…
Retrieval-Reasoning Large Language Model-based Synthetic Clinical Trial Generationby Zerui Xu, Fang Wu, Yuanyuan Zhang, Yue…