Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization

22 February 2024

Papers citing "Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization"

5 / 5 papers shown

Title
Enhancing Code LLM Training with Programmer Attention Y. Zhang Chen Huang Z. Karas Dung T. Nguyen Kevin Leach Yu Huang 119 1 0 19 Mar 2025
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood Simon Tannert Philipp Mueller Andreas Bulling 45 73 0 15 Oct 2020
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 802 21,760 0 22 May 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 159 3,865 0 10 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 160 5,968 0 04 Mar 2017