Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Mediaby Owen…
LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptationby Xuan Zhang, Fengzhuo…
A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Modelsby Qiaoyu Tang, Le Yu,…
BiasJailbreak:Analyzing Ethical Biases and Jailbreak Vulnerabilities in Large Language Modelsby Isack Lee, Haebin SeongFirst submitted…
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Modelsby Sajjad Ghiasvand, Yifan Yang, Zhiyu Xue,…
Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2by Mohamad…
DAQ: Density-Aware Post-Training Weight-Only Quantization For LLMsby Yingsong Luo, Ling ChenFirst submitted to arxiv on:…
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Modelsby Shangqian Gao, Chi-Heng Lin, Ting Hua, Tang…
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning…
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Modelsby Haiquan…