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2005.00653
Cited By
A Transformer-based Approach for Source Code Summarization
1 May 2020
Wasi Uddin Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
ViT
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Papers citing
"A Transformer-based Approach for Source Code Summarization"
50 / 67 papers shown
Title
MGS3: A Multi-Granularity Self-Supervised Code Search Framework
Rui Li
Junfeng Kang
Qi Liu
Liyang He
Zheng Zhang
Yunhao Sha
Linbo Zhu
Zhenya Huang
49
1
0
30 May 2025
Simple and Effective Baselines for Code Summarisation Evaluation
Jade Robinson
Jonathan K. Kummerfeld
101
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26 May 2025
SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors
Bohan Lyu
Siqiao Huang
Zichen Liang
Qi-An Sun
Jiaming Zhang
ELM
LRM
138
0
0
16 Feb 2025
Natural Language Outlines for Code: Literate Programming in the LLM Era
Kensen Shi
Deniz Altınbüken
Saswat Anand
Mihai Christodorescu
Katja Grünwedel
...
Tobias Welp
Pengcheng Yin
Manzil Zaheer
Satish Chandra
Charles Sutton
157
7
0
09 Aug 2024
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
90
14
0
26 Dec 2023
Configuration Validation with Large Language Models
Xinyu Lian
Yinfang Chen
Runxiang Cheng
Jie Huang
Parth Thakkar
Minjia Zhang
Tianyin Xu
73
11
0
15 Oct 2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
Tiezhu Sun
Weiguo Pian
N. Daoudi
Kevin Allix
Tegawende F. Bissyande
Jacques Klein
128
1
0
30 Jul 2023
Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation
Krishnam Hasija
Shrishti Pradhan
Manasi Patwardhan
Raveendra Kumar Medicherla
Lovekesh Vig
Ravindra Naik
54
2
0
26 Apr 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models
Kechi Zhang
Zhuo Li
Zhi Jin
Ge Li
64
8
0
14 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation
Ramin Shahbazi
Fatemeh H. Fard
65
2
0
03 Mar 2023
Syntax and Domain Aware Model for Unsupervised Program Translation
Fang Liu
Jia Li
Li Zhang
67
18
0
08 Feb 2023
A Survey on Natural Language Processing for Programming
Qingfu Zhu
Xianzhen Luo
Fang Liu
Cuiyun Gao
Wanxiang Che
74
3
0
12 Dec 2022
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding
Shi Wang
Daniel Tang
Luchen Zhang
Huilin Li
Ding-Jung Han
60
10
0
09 Dec 2022
CodeExp: Explanatory Code Document Generation
Haotian Cui
Chenglong Wang
Junjie Huang
J. Inala
Todd Mytkowicz
Bolong Wang
Jian Gao
Nan Duan
103
4
0
25 Nov 2022
Leveraging Artificial Intelligence on Binary Code Comprehension
Yifan Zhang
75
4
0
11 Oct 2022
Malicious Source Code Detection Using Transformer
Chen Tsfaty
Michael Fire
64
4
0
16 Sep 2022
Automatic Comment Generation via Multi-Pass Deliberation
Fangwen Mu
Xiao Chen
Lin Shi
Song Wang
Qing Wang
80
13
0
14 Sep 2022
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer
Fengji Zhang
Jin Liu
Yao Wan
Xiao Yu
Xiao Liu
J. Keung
132
11
0
24 Aug 2022
NatGen: Generative pre-training by "Naturalizing" source code
Saikat Chakraborty
Toufique Ahmed
Yangruibo Ding
Prem Devanbu
Baishakhi Ray
AI4CE
116
118
0
15 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
95
33
0
15 Jun 2022
Learning code summarization from a small and local dataset
Toufique Ahmed
Prem Devanbu
79
10
0
02 Jun 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
Renyu Zhu
Lei Yuan
Xiang Li
Ming Gao
Wenyuan Cai
65
8
0
10 May 2022
A Survey of Deep Learning Models for Structural Code Understanding
Ruoting Wu
Yuxin Zhang
Qibiao Peng
Liang Chen
Zibin Zheng
83
7
0
03 May 2022
GypSum: Learning Hybrid Representations for Code Summarization
Yu Wang
Yu Dong
Xuesong Lu
Aoying Zhou
57
27
0
26 Apr 2022
An Exploratory Study on Code Attention in BERT
Rishab Sharma
Fuxiang Chen
Fatemeh H. Fard
David Lo
77
27
0
05 Apr 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition
Rishab Sharma
Fuxiang Chen
Fatemeh H. Fard
86
4
0
05 Apr 2022
Learning Program Semantics with Code Representations: An Empirical Study
J. Siow
Shangqing Liu
Xiaofei Xie
Guozhu Meng
Yang Liu
66
43
0
22 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
Zhiruo Wang
Grace Cuenca
Shuyan Zhou
Frank F. Xu
Graham Neubig
96
51
0
16 Mar 2022
ReACC: A Retrieval-Augmented Code Completion Framework
Shuai Lu
Nan Duan
Hojae Han
Daya Guo
Seung-won Hwang
Alexey Svyatkovskiy
84
149
0
15 Mar 2022
Source Code Summarization with Structural Relative Position Guided Transformer
Zi Gong
Cuiyun Gao
Yasheng Wang
Wenchao Gu
Yun Peng
Zenglin Xu
59
36
0
14 Feb 2022
GAP-Gen: Guided Automatic Python Code Generation
Junchen Zhao
Yurun Song
Junlin Wang
Ian G. Harris
60
6
0
19 Jan 2022
Assemble Foundation Models for Automatic Code Summarization
Jian Gu
P. Salza
H. Gall
98
36
0
13 Jan 2022
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements
Yangruibo Ding
Sahil Suneja
Yunhui Zheng
Jim Laredo
Alessandro Morari
Gail E. Kaiser
Baishakhi Ray
AAML
122
49
0
20 Dec 2021
Towards More Efficient Insertion Transformer with Fractional Positional Encoding
Zhisong Zhang
Yizhe Zhang
W. Dolan
97
0
0
12 Dec 2021
Multilingual training for Software Engineering
Toufique Ahmed
Prem Devanbu
134
76
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
61
26
0
02 Dec 2021
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack Overflow
AmirHossein Naghshzan
Latifa Guerrouj
Olga Baysal
94
16
0
27 Nov 2021
GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization
Junyan Cheng
Iordanis Fostiropoulos
Barry W. Boehm
41
9
0
17 Nov 2021
Counterfactual Explanations for Models of Code
Jürgen Cito
Işıl Dillig
V. Murali
S. Chandra
AAML
LRM
73
52
0
10 Nov 2021
A Survey on Machine Learning Techniques for Source Code Analysis
Tushar Sharma
M. Kechagia
Stefanos Georgiou
Rohit Tiwari
Indira Vats
Hadi Moazen
Federica Sarro
83
65
0
18 Oct 2021
Learning to Describe Solutions for Bug Reports Based on Developer Discussions
Sheena Panthaplackel
Junjie Li
Miloš Gligorić
Raymond J. Mooney
LMTD
66
10
0
08 Oct 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension
Chenxiao Liu
Xiaojun Wan
107
29
0
17 Sep 2021
Retrieval Augmented Code Generation and Summarization
Md. Rizwan Parvez
W. Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
70
191
0
26 Aug 2021
AVATAR: A Parallel Corpus for Java-Python Program Translation
W. Ahmad
Md Golam Rahman Tushar
Saikat Chakraborty
Kai-Wei Chang
86
81
0
26 Aug 2021
What do pre-trained code models know about code?
Anjan Karmakar
Romain Robbes
ELM
84
91
0
25 Aug 2021
Impact of Evaluation Methodologies on Code Summarization
Pengyu Nie
Jiyang Zhang
Junyi Jessy Li
Raymond J. Mooney
Miloš Gligorić
66
20
0
22 Aug 2021
On Multi-Modal Learning of Editing Source Code
Saikat Chakraborty
Baishakhi Ray
KELM
68
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
185
93
0
15 Jul 2021
DeepMutants: Training neural bug detectors with contextual mutations
Cedric Richter
Heike Wehrheim
93
3
0
14 Jul 2021
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors
Junayed Mahmud
Fahim Faisal
Raihan Islam Arnob
Antonios Anastasopoulos
Kevin Moran
127
20
0
15 Jun 2021
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