Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1906.08094
Cited By
v1
v2 (latest)
Automatic Source Code Summarization with Extended Tree-LSTM
IEEE International Joint Conference on Neural Network (IJCNN), 2019
19 June 2019
Yusuke Shido
Yasuaki Kobayashi
Akihiro Yamamoto
A. Miyamoto
Tadayuki Matsumura
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Automatic Source Code Summarization with Extended Tree-LSTM"
32 / 32 papers shown
Enhancing Neural Code Representation with Additional Context
Huy Nguyen
Christoph Treude
Patanamon Thongtanunam
112
0
0
14 Oct 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs
Profir-Petru Pârţachi
Mahito Sugiyama
222
1
0
11 Apr 2025
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness
Emil Vatai
Aleksandr Drozd
Ivan R. Ivanov
João Eduardo Batista
Yinghao Ren
Mohamed Wahib
278
2
0
04 Oct 2024
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn
Vahid Majdinasab
Amin Nikanjam
Foutse Khomh
256
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
309
21
0
01 Jul 2024
Large Language Models for Code Summarization
Balázs Szalontai
GergHo Szalay
Tamás Márton
Anna Sike
Balázs Pintér
Tibor Gregorics
ELM
106
6
0
29 May 2024
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
289
16
0
01 Dec 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
193
103
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
231
8
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
255
240
0
24 Apr 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation
IEEE International Conference on Program Comprehension (ICPC), 2023
Ramin Shahbazi
Fatemeh H. Fard
198
4
0
03 Mar 2023
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Shouguo Yang
Chaopeng Dong
Yang Xiao
Yiran Cheng
Zhiqiang Shi
Zhi Li
Limin Sun
258
52
0
02 Jan 2023
A Survey on Natural Language Processing for Programming
International Conference on Language Resources and Evaluation (LREC), 2022
Qingfu Zhu
Xianzhen Luo
Fang Liu
Cuiyun Gao
Wanxiang Che
189
5
0
12 Dec 2022
Evaluating the Impact of Source Code Parsers on ML4SE Models
I. Utkin
Egor Spirin
Egor Bogomolov
T. Bryksin
ELM
123
7
0
17 Jun 2022
An Extractive-and-Abstractive Framework for Source Code Summarization
ACM Transactions on Software Engineering and Methodology (TOSEM), 2022
Weisong Sun
Chunrong Fang
Yuchen Chen
Quanjun Zhang
Guanhong Tao
Tingxu Han
Yifei Ge
Yudu You
Bin Luo
222
44
0
15 Jun 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Changan Niu
Chuanyi Li
Bin Luo
Vincent Ng
SyDa
VLM
266
57
0
24 May 2022
A Survey of Deep Learning Models for Structural Code Understanding
Ruoting Wu
Yuxin Zhang
Qibiao Peng
Liang Chen
Zibin Zheng
232
8
0
03 May 2022
GypSum: Learning Hybrid Representations for Code Summarization
IEEE International Conference on Program Comprehension (ICPC), 2022
Yu Wang
Yu Dong
Xuesong Lu
Aoying Zhou
173
32
0
26 Apr 2022
Learning Program Semantics with Code Representations: An Empirical Study
IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022
J. Siow
Shangqing Liu
Xiaofei Xie
Guozhu Meng
Yang Liu
148
49
0
22 Mar 2022
M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization
IEEE International Conference on Program Comprehension (ICPC), 2022
Yuexiu Gao
Chen Lyu
171
46
0
18 Mar 2022
Source Code Summarization with Structural Relative Position Guided Transformer
IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022
Zi Gong
Cuiyun Gao
Yasheng Wang
Wenchao Gu
Yun Peng
Zenglin Xu
140
45
0
14 Feb 2022
A Survey on Machine Learning Techniques for Source Code Analysis
Tushar Sharma
M. Kechagia
Stefanos Georgiou
Rohit Tiwari
Indira Vats
Hadi Moazen
Federica Sarro
251
74
0
18 Oct 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension
Chenxiao Liu
Xiaojun Wan
216
44
0
17 Sep 2021
Retrieval Augmented Code Generation and Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Md. Rizwan Parvez
W. Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
288
244
0
26 Aug 2021
Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection
Dependable Systems and Networks (DSN), 2021
Shouguo Yang
Long Cheng
Yicheng Zeng
Zhe Lang
Hongsong Zhu
Zhiqiang Shi
151
78
0
13 Aug 2021
Database Workload Characterization with Query Plan Encoders
Proceedings of the VLDB Endowment (PVLDB), 2021
Debjyoti Paul
Jie Cao
Feifei Li
Vivek Srikumar
135
19
0
26 May 2021
Code Structure Guided Transformer for Source Code Summarization
ACM Transactions on Software Engineering and Methodology (TOSEM), 2021
Shuzheng Gao
Cuiyun Gao
Yulan He
Jichuan Zeng
L. Nie
Xin Xia
Michael R. Lyu
221
119
0
19 Apr 2021
PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code
IEEE Working Conference on Mining Software Repositories (MSR), 2021
Egor Spirin
Egor Bogomolov
V. Kovalenko
T. Bryksin
257
17
0
23 Mar 2021
API2Com: On the Improvement of Automatically Generated Code Comments Using API Documentations
IEEE International Conference on Program Comprehension (ICPC), 2021
Ramin Shahbazi
Rishab Sharma
Fatemeh H. Fard
236
31
0
19 Mar 2021
Comparative Code Structure Analysis using Deep Learning for Performance Prediction
IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2021
N. Pinnow
Tarek Ramadan
Tanzima Z. Islam
Chase Phelps
Jayaraman J. Thiagarajan
HAI
176
15
0
12 Feb 2021
Code Summarization with Structure-induced Transformer
Findings (Findings), 2020
Hongqiu Wu
Hai Zhao
Min Zhang
255
97
0
29 Dec 2020
A Transformer-based Approach for Source Code Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Wasi Uddin Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
ViT
242
429
0
01 May 2020
1
Page 1 of 1
