CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models
for Programming Language Attend Code Structure

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure

7 October 2022

Papers citing "CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure"

11 / 11 papers shown

Title
Toward Neurosymbolic Program Comprehension Alejandro Velasco Aya Garryyeva David Nader-Palacio Antonio Mastropaolo Denys Poshyvanyk 34 0 0 03 Feb 2025
MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning Zhenlong Dai Chang Yao WenKang Han Ying Yuan Zhipeng Gao Jingyuan Chen 19 10 0 25 Jun 2024
A Critical Study of What Code-LLMs (Do Not) Learn Abhinav Anand Shweta Verma Krishna Narasimhan Mira Mezini 35 4 0 17 Jun 2024
AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation Zhensu Sun Xiaoning Du Zhou Yang Li Li David Lo 28 10 0 25 Apr 2024
Structure-aware Fine-tuning for Code Pre-trained Models Jiayi Wu Renyu Zhu Nuo Chen Qiushi Sun Xiang Li Ming Gao 27 2 0 11 Apr 2024
INSPECT: Intrinsic and Systematic Probing Evaluation for Code Transformers Anjan Karmakar Romain Robbes 19 2 0 08 Dec 2023
Representational Strengths and Limitations of Transformers Clayton Sanford Daniel J. Hsu Matus Telgarsky 9 81 0 05 Jun 2023
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 36 48 0 24 May 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 204 1,451 0 02 Sep 2021
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 190 853 0 09 Feb 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 164 3,799 0 14 Dec 2020