Papers citing 'A Transformer-based Approach for Source Code Summarization'

Title
Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation Krishnam Hasija Shrishti Pradhan Manasi Patwardhan Raveendra Kumar Medicherla Lovekesh Vig Ravindra Naik 126 2 0 26 Apr 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 231 236 0 24 Apr 2023
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)International Conference on Software Engineering (ICSE), 2023 Toufique Ahmed Kunal Suresh Pai Prem Devanbu Earl T. Barr LRM 272 164 0 13 Apr 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 96 2 0 16 Mar 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation ModelsIEEE International Conference on Program Comprehension (ICPC), 2023 Kechi Zhang Zhuo Li Zhi Jin Ge Li 172 9 0 14 Mar 2023
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks D. Pasechnyuk Anton Prazdnichnykh Mikhail Evtikhiev T. Bryksin 206 1 0 06 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API DocumentationIEEE International Conference on Program Comprehension (ICPC), 2023 Ramin Shahbazi Fatemeh H. Fard 178 4 0 03 Mar 2023
Learning Deep Semantics for Test CompletionInternational Conference on Software Engineering (ICSE), 2023 Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 368 78 0 20 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program TranslationInternational Conference on Software Engineering (ICSE), 2023 Fang Liu Jia Li Li Zhang 177 30 0 08 Feb 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 401 19 0 05 Feb 2023
A Survey on Natural Language Processing for ProgrammingInternational Conference on Language Resources and Evaluation (LREC), 2022 Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 174 5 0 12 Dec 2022
HieNet: Bidirectional Hierarchy Framework for Automated ICD CodingInternational Conference on Database Systems for Advanced Applications (DASFAA), 2022 Shi Wang Daniel Tang Luchen Zhang Huilin Li Ding-Jung Han 105 10 0 09 Dec 2022
CodeExp: Explanatory Code Document GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Haotian Cui Chenglong Wang Junjie Huang J. Inala Todd Mytkowicz Bolong Wang Jian Gao Nan Duan 145 4 0 25 Nov 2022
Leveraging Artificial Intelligence on Binary Code ComprehensionInternational Conference on Automated Software Engineering (ASE), 2022 Yifan Zhang 131 4 0 11 Oct 2022
Malicious Source Code Detection Using Transformer Chen Tsfaty Michael Fire 124 5 0 16 Sep 2022
Automatic Comment Generation via Multi-Pass DeliberationInternational Conference on Automated Software Engineering (ASE), 2022 Fangwen Mu Xiao Chen Lin Shi Song Wang Qing Wang 154 16 0 14 Sep 2022
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced TransformerJournal of Systems and Software (JSS), 2022 Fengji Zhang Jin Liu Yao Wan Xiao Yu Xiao Liu J. Keung 194 12 0 24 Aug 2022
NatGen: Generative pre-training by "Naturalizing" source code Saikat Chakraborty Toufique Ahmed Yangruibo Ding Prem Devanbu Baishakhi Ray AI4CE 239 141 0 15 Jun 2022
An Extractive-and-Abstractive Framework for Source Code SummarizationACM 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 190 43 0 15 Jun 2022
Learning code summarization from a small and local dataset Toufique Ahmed Prem Devanbu 140 10 0 02 Jun 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous RepresentationsFindings (Findings), 2022 Minh Huynh Nguyen Nghi D. Q. Bui Truong-Son Hy Long Tran-Thanh Tien N. Nguyen 207 9 0 31 May 2022
NS3: Neuro-Symbolic Semantic Code SearchNeural Information Processing Systems (NeurIPS), 2022 Shushan Arakelyan Anna Hakhverdyan Miltiadis Allamanis Luis Garcia Christophe Hauser Xiang Ren 221 14 0 21 May 2022
A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Renyu Zhu Lei Yuan Xiang Li Ming Gao Wenyuan Cai 138 9 0 10 May 2022
A Survey of Deep Learning Models for Structural Code Understanding Ruoting Wu Yuxin Zhang Qibiao Peng Liang Chen Zibin Zheng 200 8 0 03 May 2022
GypSum: Learning Hybrid Representations for Code SummarizationIEEE International Conference on Program Comprehension (ICPC), 2022 Yu Wang Yu Dong Xuesong Lu Aoying Zhou 130 30 0 26 Apr 2022
An Exploratory Study on Code Attention in BERTIEEE International Conference on Program Comprehension (ICPC), 2022 Rishab Sharma Fuxiang Chen Fatemeh H. Fard David Lo 176 32 0 05 Apr 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity RecognitionIEEE International Conference on Program Comprehension (ICPC), 2022 Rishab Sharma Fuxiang Chen Fatemeh H. Fard 178 6 0 05 Apr 2022
Learning Program Semantics with Code Representations: An Empirical StudyIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022 J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 122 49 0 22 Mar 2022
M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code SummarizationIEEE International Conference on Program Comprehension (ICPC), 2022 Yuexiu Gao Chen Lyu 145 45 0 18 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural LanguagesFindings (Findings), 2022 Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 187 59 0 16 Mar 2022
ReACC: A Retrieval-Augmented Code Completion FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 208 190 0 15 Mar 2022
Source Code Summarization with Structural Relative Position Guided TransformerIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022 Zi Gong Cuiyun Gao Yasheng Wang Wenchao Gu Yun Peng Zenglin Xu 115 44 0 14 Feb 2022
Meta Learning for Code Summarization Moiz Rauf Sebastian Padó Michael Pradel 114 1 0 20 Jan 2022
GAP-Gen: Guided Automatic Python Code GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Junchen Zhao Yurun Song Junlin Wang Ian G. Harris 154 7 0 19 Jan 2022
Assemble Foundation Models for Automatic Code SummarizationIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022 Jian Gu P. Salza H. Gall 272 40 0 13 Jan 2022
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatementsIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2021 Yangruibo Ding Sahil Suneja Yunhui Zheng Jim Laredo Alessandro Morari Gail E. Kaiser Baishakhi Ray AAML 225 61 0 20 Dec 2021
Towards More Efficient Insertion Transformer with Fractional Positional Encoding Zhisong Zhang Yizhe Zhang W. Dolan 236 0 0 12 Dec 2021
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 323 89 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 142 31 0 02 Dec 2021
Graph Conditioned Sparse-Attention for Improved Source Code Understanding Junyan Cheng Iordanis Fostiropoulos Barry W. Boehm 155 1 0 01 Dec 2021
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack OverflowIEEE Working Conference on Source Code Analysis and Manipulation (SCAM), 2021 AmirHossein Naghshzan Latifa Guerrouj Olga Baysal 141 18 0 27 Nov 2021
GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization Junyan Cheng Iordanis Fostiropoulos Barry W. Boehm 91 10 0 17 Nov 2021
Code Representation Learning with Prüfer SequencesAAAI Conference on Artificial Intelligence (AAAI), 2021 Tenzin Jinpa Yong Gao 142 0 0 14 Nov 2021
Counterfactual Explanations for Models of Code Jürgen Cito Işıl Dillig V. Murali S. Chandra AAML LRM 145 58 0 10 Nov 2021
CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data PoisoningThe Web Conference (WWW), 2021 Zhensu Sun Xiaoning Du Fu Song Mingze Ni Li Li 242 86 0 25 Oct 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 226 72 0 18 Oct 2021
Learning to Describe Solutions for Bug Reports Based on Developer DiscussionsFindings (Findings), 2021 Sheena Panthaplackel Junjie Li Miloš Gligorić Raymond J. Mooney LMTD 149 10 0 08 Oct 2021
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal informationInformation and Software Technology (Inf. Softw. Technol.), 2021 Fengji Zhang Xiao Yu J. Keung Fuyang Li Zhiwen Xie Zhen Yang Caoyuan Ma Zhimin Zhang 231 29 0 27 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu Xiaojun Wan 182 38 0 17 Sep 2021
Retrieval Augmented Code Generation and SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Md. Rizwan Parvez W. Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 224 232 0 26 Aug 2021

Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate
Representation

126

2

0

26 Apr 2023

Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Tegawende F. Bissyande

231

236

0

24 Apr 2023

Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)International Conference on Software Engineering (ICSE), 2023

272

164

0

13 Apr 2023

Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language

Raveendra Kumar Medicherla

Ravindra Naik

Shrishti Pradhan

96

2

0

16 Mar 2023

Implant Global and Local Hierarchy Information to Sequence based Code Representation ModelsIEEE International Conference on Program Comprehension (ICPC), 2023

172

9

0

14 Mar 2023

Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks

D. Pasechnyuk

Anton Prazdnichnykh

Mikhail Evtikhiev

T. Bryksin

206

1

0

06 Mar 2023

APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API DocumentationIEEE International Conference on Program Comprehension (ICPC), 2023

Ramin Shahbazi

Fatemeh H. Fard

178

4

0

03 Mar 2023

Learning Deep Semantics for Test CompletionInternational Conference on Software Engineering (ICSE), 2023

368

78

0

20 Feb 2023

Syntax and Domain Aware Model for Unsupervised Program TranslationInternational Conference on Software Engineering (ICSE), 2023

Fang Liu

Jia Li

Li Zhang

177

30

0

08 Feb 2023

LExecutor: Learning-Guided Execution

Beatriz Souza

Michael Pradel

SILM ELM

401

19

0

05 Feb 2023

A Survey on Natural Language Processing for ProgrammingInternational Conference on Language Resources and Evaluation (LREC), 2022

Cuiyun Gao

174

5

0

12 Dec 2022

HieNet: Bidirectional Hierarchy Framework for Automated ICD CodingInternational Conference on Database Systems for Advanced Applications (DASFAA), 2022

105

10

0

09 Dec 2022

CodeExp: Explanatory Code Document GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022

Chenglong Wang

145

4

0

25 Nov 2022

Leveraging Artificial Intelligence on Binary Code ComprehensionInternational Conference on Automated Software Engineering (ASE), 2022

Yifan Zhang

131

4

0

11 Oct 2022

Malicious Source Code Detection Using Transformer

Chen Tsfaty

Michael Fire

124

5

0

16 Sep 2022

Automatic Comment Generation via Multi-Pass DeliberationInternational Conference on Automated Software Engineering (ASE), 2022

154

16

0

14 Sep 2022

Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced TransformerJournal of Systems and Software (JSS), 2022

194

12

0

24 Aug 2022

NatGen: Generative pre-training by "Naturalizing" source code

239

141

0

15 Jun 2022

An Extractive-and-Abstractive Framework for Source Code SummarizationACM Transactions on Software Engineering and Methodology (TOSEM), 2022

Quanjun Zhang

190

43

0

15 Jun 2022

Learning code summarization from a small and local dataset

Toufique Ahmed

Prem Devanbu

140

10

0

02 Jun 2022

HierarchyNet: Learning to Summarize Source Code with Heterogeneous RepresentationsFindings (Findings), 2022

207

9

0

31 May 2022

NS3: Neuro-Symbolic Semantic Code SearchNeural Information Processing Systems (NeurIPS), 2022

Xiang Ren

221

14

0

21 May 2022

A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022

138

9

0

10 May 2022

A Survey of Deep Learning Models for Structural Code Understanding

200

8

0

03 May 2022

GypSum: Learning Hybrid Representations for Code SummarizationIEEE International Conference on Program Comprehension (ICPC), 2022

130

30

0

26 Apr 2022

An Exploratory Study on Code Attention in BERTIEEE International Conference on Program Comprehension (ICPC), 2022

176

32

0

05 Apr 2022

LAMNER: Code Comment Generation Using Character Language Model and Named Entity RecognitionIEEE International Conference on Program Comprehension (ICPC), 2022

Rishab Sharma

Fuxiang Chen

Fatemeh H. Fard

178

6

0

05 Apr 2022

Learning Program Semantics with Code Representations: An Empirical StudyIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022

Yang Liu

122

49

0

22 Mar 2022

M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code SummarizationIEEE International Conference on Program Comprehension (ICPC), 2022

Yuexiu Gao

Chen Lyu

145

45

0

18 Mar 2022

MCoNaLa: A Benchmark for Code Generation from Multiple Natural LanguagesFindings (Findings), 2022

Graham Neubig

187

59

0

16 Mar 2022

ReACC: A Retrieval-Augmented Code Completion FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2022

208

190

0

15 Mar 2022

Source Code Summarization with Structural Relative Position Guided TransformerIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022

Cuiyun Gao

115

44

0

14 Feb 2022

Meta Learning for Code Summarization

Moiz Rauf

Sebastian Padó

Michael Pradel

114

1

0

20 Jan 2022

GAP-Gen: Guided Automatic Python Code GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022

154

7

0

19 Jan 2022

Assemble Foundation Models for Automatic Code SummarizationIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022

Jian Gu

P. Salza

H. Gall

272

40

0

13 Jan 2022