2 papers
cs.CL2025
Towards Unification of Hallucination Detection and Fact Verification for Large Language Models
Weihang Su, Jianming Long, Changyue Wang +5
Large Language Models (LLMs) frequently exhibit hallucinations, generating content that appears fluent and coherent but is factually incorrect. Such errors undermine trust and hind…
cs.LG2025
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks
Yuan Guo, Zhuojia Fu, Jian Min +4
This paper proposes a Curriculum-Transfer-Learning based physics-informed neural network (CTL-PINN) for long-term simulation of physical and mechanical behaviors. The main innovati…