DEAN: Deactivating the Coupled Neurons to Mitigate Fairness-Privacy Conflicts in Large Language Modelsby Chen Qian,…
SMAC-R1: The Emergence of Intelligence in Decision-Making Tasksby Yue Deng, Weiyu Ma, Yuxin Fan, Ruyi…
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenanceby Tianyang Zhang,…
SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a Robotby Jianchao Ci,…
Semi-supervised Fine-tuning for Large Language Modelsby Junyu Luo, Xiao Luo, Xiusi Chen, Zhiping Xiao, Wei…
LoGU: Long-form Generation with Uncertainty Expressionsby Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen…
Learning to Summarize from LLM-generated Feedbackby Hwanjun Song, Taewon Yun, Yuho Lee, Jihwan Oh, Gihun…
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detectionby Yong Xie, Karan Aggarwal, Aitzaz Ahmad,…
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Samplingby Wenda Xu, Rujun Han, Zifeng…
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learningby Bokai Hu, Sai…