Yu, Zeping

1. Neuron-Level Knowledge Attribution in Large Language Models
   2023/12/19 by Yu, Zeping, Ananiadou, Sophia · 14 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
   2024/09/21 by Zeping Yu, Sophia Ananiadou, Yu, Zeping +1 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
3. Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
   2025/02/15 by Zeping Yu, Yu, Zeping, Yonatan Belinkov +3 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering
   2024/11/17 by Yu, Zeping, Ananiadou, Sophia · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
   2024/02/05 by Yu, Zeping, Ananiadou, Sophia · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
   2025/01/24 by Yu, Zeping, Ananiadou, Sophia · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences