Search Results for author: Yudu You

Found 4 papers, 3 papers with code

A Prompt Learning Framework for Source Code Summarization

1 code implementation • 26 Dec 2023 • Weisong Sun, Chunrong Fang, Yudu You, Yuchen Chen, Yi Liu, Chong Wang, Jian Zhang, Quanjun Zhang, Hanwei Qian, Wei Zhao, Yang Liu, Zhenyu Chen

PromptCS trains a prompt agent that can generate continuous prompts to unleash the potential for LLMs in code summarization.

Code Summarization Few-Shot Learning +2

Paper
Code

Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

1 code implementation • 1 Dec 2023 • Weisong Sun, Chunrong Fang, Yun Miao, Yudu You, Mengzhe Yuan, Yuchen Chen, Quanjun Zhang, An Guo, Xiang Chen, Yang Liu, Zhenyu Chen

To do so, we compare the performance of models trained with code token sequence (Token for short) based code representation and AST-based code representation on three popular types of code-related tasks.

Representation Learning

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Code

Automatic Code Summarization via ChatGPT: How Far Are We?

no code implementations • 22 May 2023 • Weisong Sun, Chunrong Fang, Yudu You, Yun Miao, Yi Liu, Yuekang Li, Gelei Deng, Shenghan Huang, Yuchen Chen, Quanjun Zhang, Hanwei Qian, Yang Liu, Zhenyu Chen

To support software developers in understanding and maintaining programs, various automatic code summarization techniques have been proposed to generate a concise natural language comment for a given code snippet.

Code Summarization

Paper
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An Extractive-and-Abstractive Framework for Source Code Summarization

1 code implementation • 15 Jun 2022 • Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo

The extractive module in the framework performs a task of extractive code summarization, which takes in the code snippet and predicts important statements containing key factual details.

Code Summarization Machine Translation +2

Paper
Code

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