Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1811.07234
Cited By
Improving Automatic Source Code Summarization via Deep Reinforcement Learning
17 November 2018
Yao Wan
Zhou Zhao
Min Yang
Guandong Xu
Haochao Ying
Jian Wu
Philip S. Yu
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Improving Automatic Source Code Summarization via Deep Reinforcement Learning"
50 / 116 papers shown
Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning
Zhaoyang Chu
Yao Wan
Z. Zhang
Di Wang
Zhou Yang
H. Zhang
Pan Zhou
Xuanhua Shi
Hai Jin
David Lo
MU
AAML
134
2
0
17 Sep 2025
Interpreting Performance Profiles with Deep Learning
Zhuoran Liu
HAI
91
0
0
01 Aug 2025
Leveraging Reward Models for Guiding Code Review Comment Generation
Oussama Ben Sghaier
Rosalia Tufano
Gabriele Bavota
Houari Sahraoui
167
1
0
04 Jun 2025
Simple and Effective Baselines for Code Summarisation Evaluation
Jade Robinson
Jonathan K. Kummerfeld
177
0
0
26 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models
Journal of Systems and Software (JSS), 2025
Junda Zhao
Yuliang Song
Eldan Cohen
339
2
0
14 May 2025
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization
Weisong Sun
Yanzhe Zhang
J. Zhu
Zihan Wang
Chunrong Fang
...
Yebo Feng
Jiangping Huang
Xinze Wang
Zhi Jin
Yang Liu
332
6
0
13 Mar 2025
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
Chenlong Wang
Zhaoyang Chu
Zhengxiang Cheng
Xuyi Yang
Kaiyue Qiu
Yao Wan
Zhou Zhao
Xuanhua Shi
Benlin Liu
ALM
SyDa
319
3
0
23 Feb 2025
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness
International Conference on Software Engineering (ICSE), 2025
Weisong Sun
Yuchen Chen
Mengzhe Yuan
Chunrong Fang
Zhenpeng Chen
Chong Wang
Yang Liu
Baowen Xu
Zhenyu Chen
AAML
286
3
0
20 Feb 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs
Jialun Cao
Yuk-Kit Chan
Zixuan Ling
Wenxuan Wang
Shuqing Li
...
Pinjia He
Shuai Wang
Zibin Zheng
Michael R. Lyu
Shing-Chi Cheung
ALM
639
2
0
18 Jan 2025
How to Select Pre-Trained Code Models for Reuse? A Learning Perspective
IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2025
Zhangqian Bi
Yao Wan
Zhaoyang Chu
Yufei Hu
Junyi Zhang
Hongyu Zhang
Guandong Xu
Hai Jin
199
0
0
08 Jan 2025
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Batu Guan
Yao Wan
Zhangqian Bi
Zheng Wang
Hongyu Zhang
Yulei Sui
Pan Zhou
205
28
0
31 Dec 2024
Model Editing for LLMs4Code: How Far are We?
International Conference on Software Engineering (ICSE), 2024
Xiaopeng Li
Shasha Li
Shan Zhao
Jun Ma
Jie Yu
Xiaodong Liu
Jing Wang
Shezheng Song
Weimin Zhang
KELM
289
9
0
11 Nov 2024
Leveraging Large Language Models in Code Question Answering: Baselines and Issues
Georgy Andryushchenko
Vladimir Ivanov
Vladimir Makharev
Elizaveta Tukhtina
Aidar Valeev
ELM
218
2
0
05 Nov 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation
IEEE International Conference on Software Maintenance and Evolution (ICSME), 2024
L. Herrmann
Tim Puhlfürß
Felix Dietrich
282
13
0
01 Aug 2024
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn
Vahid Majdinasab
Amin Nikanjam
Foutse Khomh
240
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
301
20
0
01 Jul 2024
Jailbreaking LLMs with Arabic Transliteration and Arabizi
Mansour Al Ghanim
Saleh Almohaimeed
Mengxin Zheng
Yan Solihin
Qian Lou
181
6
0
26 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
Haopeng Zhang
Philip S. Yu
Jiawei Zhang
284
93
0
17 Jun 2024
Multi-Agent Collaboration via Cross-Team Orchestration
Zhuoyun Du
Chen Qian
Wei Liu
Zihao Xie
Yifei Wang
...
Weize Chen
Cheng Yang
Ye Tian
Xuantang Xiong
Lei Han
LLMAG
387
21
0
13 Jun 2024
CSA-Trans: Code Structure Aware Transformer for AST
Saeyoon Oh
Shin Yoo
217
4
0
07 Apr 2024
Multi-modal Learning for WebAssembly Reverse Engineering
International Symposium on Software Testing and Analysis (ISSTA), 2024
Hanxian Huang
Jishen Zhao
225
5
0
04 Apr 2024
MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation
Xinglu Pan
Chenxiao Liu
Yanzhen Zou
Tao Xie
Bing Xie
219
4
0
26 Mar 2024
DREAM: Debugging and Repairing AutoML Pipelines
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Xiaoyu Zhang
Juan Zhai
Shiqing Ma
Chao Shen
300
4
0
31 Dec 2023
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit
ACM Computing Surveys (ACM Comput. Surv.), 2023
Yao Wan
Yang He
Zhangqian Bi
Jianguo Zhang
Hongyu Zhang
Yulei Sui
Guandong Xu
Hai Jin
Philip S. Yu
276
42
0
30 Dec 2023
A Prompt Learning Framework for Source Code Summarization
Weisong Sun
Chunrong Fang
Yudu You
Yuchen Chen
Yi Liu
...
Quanjun Zhang
Hanwei Qian
Wei Zhao
Yang Liu
Zhenyu Chen
LLMAG
202
19
0
26 Dec 2023
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?
Weisong Sun
Chunrong Fang
Yun Miao
Yudu You
Mengzhe Yuan
...
Quanjun Zhang
An Guo
Xiang Chen
Yang Liu
Zhenyu Chen
286
16
0
01 Dec 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance
Sheng Zhang
Hui Li
Yanlin Wang
Zhao Wei
Yong Xiu
Juhong Wang
Rongong Ji
150
3
0
25 Nov 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Xinyu She
Yue Liu
Yanjie Zhao
Yiling He
Li Li
Chakkrit Tantithamthavorn
Zhan Qin
Haoyu Wang
ELM
242
19
0
27 Oct 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tong Ye
Lingfei Wu
Tengfei Ma
Xuhong Zhang
Yangkai Du
Peiyu Liu
R. Beyah
Wenhai Wang
162
19
0
24 Oct 2023
Revisiting File Context for Source Code Summarization
International Conference on Automated Software Engineering (ASE), 2023
Aakash Bansal
Chia-Yi Su
Collin McMillan
202
5
0
05 Sep 2023
Distilled GPT for Source Code Summarization
International Conference on Automated Software Engineering (ASE), 2023
Chia-Yi Su
Collin McMillan
259
54
0
28 Aug 2023
Reinforcement Learning for Generative AI: A Survey
Yuanjiang Cao
Quan.Z Sheng
Julian McAuley
Lina Yao
SyDa
537
24
0
28 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Xinying Hou
Yanjie Zhao
Yue Liu
Zhou Yang
Kailong Wang
Li Li
Xiapu Luo
David Lo
John C. Grundy
Haoyu Wang
358
743
0
21 Aug 2023
Statement-based Memory for Neural Source Code Summarization
Aakash Bansal
Siyuan Jiang
S. Haque
Collin McMillan
137
3
0
21 Jul 2023
ChatDev: Communicative Agents for Software Development
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Cheng Qian
Wei Liu
Hongzhang Liu
Nuo Chen
Yufan Dang
...
Xin Cong
Juyuan Xu
Dahai Li
Zhiyuan Liu
Maosong Sun
LLMAG
454
483
0
16 Jul 2023
ARIST: An Effective API Argument Recommendation Approach
Journal of Systems and Software (JSS), 2023
Son Nguyen
C. T. Manh
T. Tran
Tan M. Nguyen
Thu-Trang Nguyen
Kien-Tuan Ngo
H. Vo
139
14
0
11 Jun 2023
Automatic Code Summarization via ChatGPT: How Far Are We?
Weisong Sun
Chunrong Fang
Yudu You
Yun Miao
Yi Liu
...
Yuchen Chen
Quanjun Zhang
Hanwei Qian
Yang Liu
Zhenyu Chen
ELM
183
101
0
22 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
215
8
0
18 May 2023
RLocator: Reinforcement Learning for Bug Localization
IEEE Transactions on Software Engineering (TSE), 2023
Partha Chakraborty
Mahmoud Alfadel
M. Nagappan
214
18
0
09 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
254
238
0
24 Apr 2023
One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization
International Conference on Software Engineering (ICSE), 2023
Deze Wang
Boxing Chen
Shanshan Li
Wei Luo
Shaoliang Peng
Wei Dong
Xiang-ke Liao
143
51
0
28 Mar 2023
Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language
Ankita Sontakke
Kanika Kalra
Manasi Patwardhan
Lovekesh Vig
Raveendra Kumar Medicherla
Ravindra Naik
Shrishti Pradhan
109
2
0
16 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation
IEEE International Conference on Program Comprehension (ICPC), 2023
Ramin Shahbazi
Fatemeh H. Fard
196
4
0
03 Mar 2023
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development
International Conference on Intelligent User Interfaces (IUI), 2023
Steven I. Ross
Fernando Martinez
Stephanie Houde
Michael J. Muller
Justin D. Weisz
221
290
0
14 Feb 2023
What are the Machine Learning best practices reported by practitioners on Stack Exchange?
Anamaria Mojica-Hanke
A. Bayona
Mario Linares-Vásquez
Steffen Herbold
Fabio A. González
HAI
161
6
0
25 Jan 2023
Large Language Models Meet NL2Code: A Survey
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Daoguang Zan
B. Chen
Fengji Zhang
Di Lu
Bingchao Wu
Bei Guan
Yongji Wang
Jian-Guang Lou
ELM
ALM
237
236
0
19 Dec 2022
Code Recommendation for Open Source Software Developers
The Web Conference (WWW), 2022
Yiqiao Jin
Yunsheng Bai
Yanqiao Zhu
Luke Huan
Wei Wang
247
28
0
15 Oct 2022
Automatic Comment Generation via Multi-Pass Deliberation
International Conference on Automated Software Engineering (ASE), 2022
Fangwen Mu
Xiao Chen
Lin Shi
Song Wang
Qing Wang
174
16
0
14 Sep 2022
Exploring and Evaluating Personalized Models for Code Generation
Andrei Zlotchevski
Dawn Drain
Alexey Svyatkovskiy
Colin B. Clement
Neel Sundaresan
Michele Tufano
176
13
0
29 Aug 2022
Learning Program Representations with a Tree-Structured Transformer
IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022
Wenhan Wang
Kechi Zhang
Ge Li
Shangqing Liu
Anran Li
Zhi Jin
Yang Liu
232
10
0
18 Aug 2022
1
2
3
Next
