What does Transformer learn about source code?

18 July 2022

Papers citing "What does Transformer learn about source code?"

7 / 7 papers shown

Title
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 0 24 Feb 2025
Generating Equivalent Representations of Code By A Self-Reflection Approach Jia Li Ge Li Lecheng Wang Hao Zhu Zhi Jin 34 1 0 04 Oct 2024
A Critical Study of What Code-LLMs (Do Not) Learn Abhinav Anand Shweta Verma Krishna Narasimhan Mira Mezini 40 4 0 17 Jun 2024
Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization Jiliang Li Yifan Zhang Z. Karas Collin McMillan Kevin Leach Yu Huang 33 11 0 22 Feb 2024
INSPECT: Intrinsic and Systematic Probing Evaluation for Code Transformers Anjan Karmakar Romain Robbes 27 4 0 08 Dec 2023
ZC3: Zero-Shot Cross-Language Code Clone Detection Jia Li Chongyang Tao Zhi Jin F. Liu Jia Li Ge Li 40 7 0 26 Aug 2023
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 201 853 0 09 Feb 2021