Lei, Deren

1. Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations
   2023/10/06 by Lei, Deren, Li, Yaxi, Hu, Mengya +4 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance
   2024/11/10 by Xu, Rui, Hu, Mengya, Lei, Deren +6 · 8 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data
   2025/01/28 by Deren Lei, Lei, Deren, Yongping Li +15 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Topic Modeling
4. Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization
   2019/08/31 by Siyao Li, Deren Lei, Li, Siyao +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
5. Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications
   2018/11/01 by Deren Lei, Zichen Sun, Lei, Deren +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Neural Networks and Applications
6. SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection
   2024/08/22 by Mengya Hu, Hu, Mengya, Rui Xu +13 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Big Data and Digital Economy