Assemble Foundation Models for Automatic Code Summarization

13 January 2022

Papers citing "Assemble Foundation Models for Automatic Code Summarization"

18 / 18 papers shown

Title
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping Jingyu Xiao Yuxuan Wan Yintong Huo Z. Wang Xinyi Xu Wenxuan Wang Zhiyao Xu Y. Wang Michael R. Lyu 110 1 0 21 Feb 2025
On the Compression of Language Models for Code: An Empirical Study on CodeBERT Giordano dÁloisio Luca Traini Federica Sarro A. Marco 63 1 0 18 Dec 2024
Detecting Buggy Contracts via Smart Testing Sally Junsong Wang Jianan Yao Kexin Pei Hidedaki Takahashi Junfeng Yang 24 1 0 06 Sep 2024
ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization Chunrong Fang Weisong Sun Yuchen Chen Xiao Chen Zhao Wei Quanjun Zhang Yudu You Bin Luo Yang Liu Zhenyu Chen AI4TS 40 12 0 01 Jul 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo M. Lyu 3DV 69 10 0 24 Jun 2024
Automatic Programming: Large Language Models and Beyond Michael R. Lyu Baishakhi Ray Abhik Roychoudhury Shin Hwei Tan Patanamon Thongtanunam 33 15 0 03 May 2024
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 27 8 0 29 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study Rudra Dhar Karthik Vaidhyanathan Vasudeva Varma 22 10 0 04 Mar 2024
Unlocking Insights: Semantic Search in Jupyter Notebooks Lan Li Jinpeng Lv 28 1 0 20 Feb 2024
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 25 322 0 21 Aug 2023
Semantic Similarity Loss for Neural Source Code Summarization Chia-Yi Su Collin McMillan 27 4 0 14 Aug 2023
HPC-Coder: Modeling Parallel Programs using Large Language Models Daniel Nichols Aniruddha Marathe Harshitha Menon T. Gamblin A. Bhatele 19 17 0 29 Jun 2023
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 19 0 0 04 Sep 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 18 5 0 19 Jan 2022
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 196 853 0 09 Feb 2021
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 54 152 0 13 Feb 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015