Summary of Cream: Consistency Regularized Self-rewarding Language Models, by Zhaoyang Wang et al.
CREAM: Consistency Regularized Self-Rewarding Language Modelsby Zhaoyang Wang, Weilei He, Zhiyuan Liang, Xuchao Zhang, Chetan…
Summary of Revisited Large Language Model For Time Series Analysis Through Modality Alignment, by Liangwei Nathan Zheng et al.
Revisited Large Language Model for Time Series Analysis through Modality Alignmentby Liangwei Nathan Zheng, Chang…
Summary of Daq: Density-aware Post-training Weight-only Quantization For Llms, by Yingsong Luo et al.
DAQ: Density-Aware Post-Training Weight-Only Quantization For LLMsby Yingsong Luo, Ling ChenFirst submitted to arxiv on:…
Summary of Preference Optimization with Multi-sample Comparisons, by Chaoqi Wang et al.
Preference Optimization with Multi-Sample Comparisonsby Chaoqi Wang, Zhuokai Zhao, Chen Zhu, Karthik Abinav Sankararaman, Michal…
Summary of Improving Long-text Alignment For Text-to-image Diffusion Models, by Luping Liu et al.
Improving Long-Text Alignment for Text-to-Image Diffusion Modelsby Luping Liu, Chao Du, Tianyu Pang, Zehan Wang,…
Summary of Understanding Likelihood Over-optimisation in Direct Alignment Algorithms, by Zhengyan Shi et al.
Understanding Likelihood Over-optimisation in Direct Alignment Algorithmsby Zhengyan Shi, Sander Land, Acyr Locatelli, Matthieu Geist,…
Summary of Data Quality Control in Federated Instruction-tuning Of Large Language Models, by Yaxin Du and Rui Ye and Fengting Yuchi and Wanru Zhao and Jingjing Qu and Yanfeng Wang and Siheng Chen
Data Quality Control in Federated Instruction-tuning of Large Language Modelsby Yaxin Du, Rui Ye, Fengting…
Summary of Tsds: Data Selection For Task-specific Model Finetuning, by Zifan Liu et al.
TSDS: Data Selection for Task-Specific Model Finetuningby Zifan Liu, Amin Karbasi, Theodoros RekatsinasFirst submitted to…
Summary of Fedccrl: Federated Domain Generalization with Cross-client Representation Learning, by Xinpeng Wang et al.
FedCCRL: Federated Domain Generalization with Cross-Client Representation Learningby Xinpeng Wang, Yongxin Guo, Xiaoying TangFirst submitted…
Summary of Tackling Dimensional Collapse Toward Comprehensive Universal Domain Adaptation, by Hung-chieh Fang et al.
Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptationby Hung-Chieh Fang, Po-Yi Lu, Hsuan-Tien LinFirst submitted…