Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis

21 September 2024

Papers citing "Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis"

5 / 5 papers shown

Title
Implicit Reasoning in Transformers is Reasoning through Shortcuts Tianhe Lin Jian Xie Siyu Yuan Deqing Yang ReLM LRM 64 2 0 10 Mar 2025
Brain-Inspired Exploration of Functional Networks and Key Neurons in Large Language Models Yiheng Liu Xiaohui Gao Haiyang Sun Bao Ge Tianming Liu Junwei Han X. Hu 31 0 0 13 Feb 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing Zeping Yu Sophia Ananiadou KELM 43 1 0 24 Jan 2025
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering Zeping Yu Sophia Ananiadou 40 0 0 17 Nov 2024
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning Zeping Yu Sophia Ananiadou 40 6 0 05 Feb 2024