Code Generation as a Dual Task of Code Summarization

14 October 2019

Xin Xia

Papers citing "Code Generation as a Dual Task of Code Summarization"

50 / 65 papers shown

Title
Rethinking Repetition Problems of LLMs in Code Generation Yihong Dong Yuchen Liu Xue Jiang Zhi Jin Ge Li 24 0 0 15 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 28 0 0 14 May 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavaš Kristian Kersting Iryna Gurevych AAML SyDa 51 0 0 27 Mar 2025
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 95 0 0 18 Dec 2024
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn Vahid Majdinasab Amin Nikanjam Foutse Khomh 42 1 0 11 Jul 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 50 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 76 10 0 24 Jun 2024
CSA-Trans: Code Structure Aware Transformer for AST Saeyoon Oh Shin Yoo 44 1 0 07 Apr 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 47 4 0 29 Feb 2024
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness Miltiadis Allamanis Sheena Panthaplackel Pengcheng Yin ALM OffRL LRM 48 9 0 13 Feb 2024
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs Ziyu Li Donghwan Shin 33 17 0 11 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 47 21 0 30 Dec 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 40 3 0 22 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 34 22 0 10 Oct 2023
Revisiting File Context for Source Code Summarization Aakash Bansal Chia-Yi Su Collin McMillan 25 4 0 05 Sep 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 36 7 0 17 Aug 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 41 19 0 26 Jun 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 30 3 0 23 May 2023
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization Tong Ye Lingfei Wu Tengyu Ma Xuhong Zhang Yangkai Du Peiyu Liu S. Ji Wenhai Wang 34 5 0 18 May 2023
Is ChatGPT the Ultimate Programming Assistant -- How far is it? Haoye Tian Weiqi Lu T. Li Xunzhu Tang Shing-Chi Cheung Jacques Klein Tegawende F. Bissyande 27 185 0 24 Apr 2023
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization) Toufique Ahmed Kunal Suresh Pai Prem Devanbu Earl T. Barr LRM 47 102 0 13 Apr 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation Ramin Shahbazi Fatemeh H. Fard 36 2 0 03 Mar 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 33 55 0 20 Feb 2023
Automating Code-Related Tasks Through Transformers: The Impact of Pre-training Rosalia Tufano L. Pascarella Gabriele Bavota 33 20 0 08 Feb 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 25 2 0 12 Dec 2022
CodePAD: Sequence-based Code Generation with Pushdown Automaton Yihong Dong Xue Jiang Yuchen Liu Ge Li Zhi Jin 30 6 0 02 Nov 2022
Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation Yihong Dong Ge Li Xue Jiang Zhi Jin 18 1 0 22 Aug 2022
Out of the BLEU: how should we assess quality of the Code Generation models? Mikhail Evtikhiev Egor Bogomolov Yaroslav Sokolov T. Bryksin ALM 40 89 0 05 Aug 2022
Evaluating the Impact of Source Code Parsers on ML4SE Models I. Utkin Egor Spirin Egor Bogomolov T. Bryksin ELM 25 7 0 17 Jun 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 28 29 0 15 Jun 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations Minh Huynh Nguyen Nghi D. Q. Bui Truong-Son Hy Long Tran-Thanh Tien N. Nguyen 40 4 0 31 May 2022
GypSum: Learning Hybrid Representations for Code Summarization Yu Wang Yu Dong Xuesong Lu Aoying Zhou 32 23 0 26 Apr 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem Generation Tianyang Cao Shuang Zeng Xiaodan Xu Mairgup Mansur Baobao Chang 21 2 0 10 Apr 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 55 2 0 05 Apr 2022
Compilable Neural Code Generation with Compiler Feedback Xin Wang Yasheng Wang Yao Wan Fei Mi Yitong Li Pingyi Zhou Jin Liu Hao Wu Xin Jiang Qun Liu 31 66 0 10 Mar 2022
Source Code Summarization with Structural Relative Position Guided Transformer Zi Gong Cuiyun Gao Yasheng Wang Wenchao Gu Yun Peng Zenglin Xu 27 34 0 14 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 32 6 0 10 Feb 2022
Meta Learning for Code Summarization Moiz Rauf Sebastian Padó Michael Pradel 12 1 0 20 Jan 2022
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 70 74 0 03 Dec 2021
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization Ze Tang Chuanyi Li Jidong Ge Xiaoyu Shen Zhengding Zhu B. Luo 11 24 0 02 Dec 2021
Graph Conditioned Sparse-Attention for Improved Source Code Understanding Junyan Cheng Iordanis Fostiropoulos Barry W. Boehm 27 1 0 01 Dec 2021
GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization Junyan Cheng Iordanis Fostiropoulos Barry W. Boehm 8 9 0 17 Nov 2021
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information Fengji Zhang Xiao Yu J. Keung Fuyang Li Zhiwen Xie Zhen Yang Caoyuan Ma Zhimin Zhang 43 25 0 27 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu Xiaojun Wan 37 27 0 17 Sep 2021
Retrieval Augmented Code Generation and Summarization Md. Rizwan Parvez W. Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 34 185 0 26 Aug 2021
On Multi-Modal Learning of Editing Source Code Saikat Chakraborty Baishakhi Ray KELM 29 59 0 15 Aug 2021
On the Evaluation of Neural Code Summarization Ensheng Shi Yanlin Wang Lun Du Junjie Chen Shi Han Hongyu Zhang Dongmei Zhang Hongbin Sun ELM 122 86 0 15 Jul 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 24 57 0 03 Jul 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 26 86 0 22 Jun 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation Hui Jiang Chulun Zhou Fandong Meng Biao Zhang Jie Zhou Degen Huang Qingqiang Wu Jinsong Su 27 20 0 01 Jun 2021