most citedState-Aware IoT Scheduling Using Deep Q-Networks and Edge-Based Coordination

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cs.CL2025

Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

Xu Han, Yumeng Sun, Weiqiang Huang +2

Few-shot text classification has important application value in low-resource environments. This paper proposes a strategy that combines adaptive fine-tuning, contrastive learning,…

cs.CL2025

Improving Harmful Text Detection with Joint Retrieval and External Knowledge

Zidong Yu, Shuo Wang, Nan Jiang +3

Harmful text detection has become a crucial task in the development and deployment of large language models, especially as AI-generated content continues to expand across digital p…