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2005.00653
Cited By
A Transformer-based Approach for Source Code Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
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 / 125 papers shown
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Simple and Effective Baselines for Code Summarisation Evaluation
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Jonathan K. Kummerfeld
188
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26 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models
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295
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13 May 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks
IEEE International Conference on Program Comprehension (ICPC), 2025
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Xinjun Mao
Shangwen Wang
Yanjie Wang
Tanghaoran Zhang
Bo Lin
Yihao Qin
Zhang Zhang
Yao Lu
Kamal Al-Sabahi
ALM
412
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28 Apr 2025
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval
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Jared Hancock
Yassin Kortam
Ashok Javvaji
Prabhat Singh
Shaila Shankar
230
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11 Apr 2025
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Kefeng Duan
Dewu Zheng
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...
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190
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452
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16 Feb 2025
Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs
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175
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300
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Chenhui Cui
Rubing Huang
Chunrong Fang
Zhenyu Chen
279
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Natural Language Outlines for Code: Literate Programming in the LLM Era
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Deniz Altınbüken
Saswat Anand
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Katja Grünwedel
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Tobias Welp
Pengcheng Yin
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Xiang Chen
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Terry Yue Zhuo
David Lo
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367
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Amin Nikanjam
Foutse Khomh
245
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11 Jul 2024
Source Code Summarization in the Era of Large Language Models
Weisong Sun
Yun Miao
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Hongyu Zhang
Chunrong Fang
Yi Liu
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Zhenyu Chen
ELM
405
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09 Jul 2024
ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization
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Weisong Sun
Yuchen Chen
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AI4TS
309
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01 Jul 2024
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Liqun Yang
Zhoujun Li
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253
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24 Jun 2024
Automatic Programming: Large Language Models and Beyond
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Michael R. Lyu
Baishakhi Ray
Abhik Roychoudhury
Shin Hwei Tan
Patanamon Thongtanunam
345
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03 May 2024
Performance-Aligned LLMs for Generating Fast Code
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Pranav Polasam
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T. Gamblin
A. Bhatele
217
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CSA-Trans: Code Structure Aware Transformer for AST
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219
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MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation
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219
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Christian Bird
Prem Devanbu
Saikat Chakraborty
235
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23 Feb 2024
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization
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Jiliang Li
Z. Karas
Aakash Bansal
Toby Jia-Jun Li
Collin McMillan
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Yu Huang
356
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Neil Tenenholtz
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259
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UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing
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Jiabo Huang
Yuyang Rong
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171
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Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM
Gabriel Ryan
Siddhartha Jain
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Xiaofei Ma
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Baishakhi Ray
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232
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31 Jan 2024
Can Large Language Models Write Parallel Code?
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Daniel Nichols
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Zhaojun Xie
Arjun Rajaram
A. Bhatele
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178
48
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23 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit
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Yao Wan
Yang He
Zhangqian Bi
Jianguo Zhang
Hongyu Zhang
Yulei Sui
Guandong Xu
Hai Jin
Philip S. Yu
277
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30 Dec 2023
A Prompt Learning Framework for Source Code Summarization
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Chunrong Fang
Yudu You
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Yi Liu
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Hanwei Qian
Wei Zhao
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Zhenyu Chen
LLMAG
202
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26 Dec 2023
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?
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Chunrong Fang
Yun Miao
Yudu You
Mengzhe Yuan
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Quanjun Zhang
An Guo
Xiang Chen
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Zhenyu Chen
289
16
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01 Dec 2023
Sparse Attention-Based Neural Networks for Code Classification
Ziyang Xiang
Zaixin Zhang
Qi Liu
229
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11 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation
IEEE Transactions on Software Engineering (TSE), 2023
Zixiang Xian
Rubing Huang
Dave Towey
Chunrong Fang
Zhenyu Chen
223
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10 Nov 2023
Configuration Validation with Large Language Models
Xinyu Lian
Yinfang Chen
Runxiang Cheng
Jie Huang
Parth Thakkar
Minjia Zhang
Tianyin Xu
263
15
0
15 Oct 2023
Revisiting File Context for Source Code Summarization
International Conference on Automated Software Engineering (ASE), 2023
Aakash Bansal
Chia-Yi Su
Collin McMillan
205
5
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05 Sep 2023
Distilled GPT for Source Code Summarization
International Conference on Automated Software Engineering (ASE), 2023
Chia-Yi Su
Collin McMillan
263
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Semantic Similarity Loss for Neural Source Code Summarization
Chia-Yi Su
Collin McMillan
188
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OctoPack: Instruction Tuning Code Large Language Models
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Binyuan Hui
Terry Yue Zhuo
Swayam Singh
Xiangru Tang
Leandro von Werra
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AST-MHSA : Code Summarization using Multi-Head Self-Attention
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146
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Weiguo Pian
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Kevin Allix
Tegawende F. Bissyande
Jacques Klein
407
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Statement-based Memory for Neural Source Code Summarization
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138
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Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review
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239
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Aniruddha Marathe
Harshitha Menon
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165
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ACETest: Automated Constraint Extraction for Testing Deep Learning Operators
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Jingyi Shi
Yang Xiao
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Yeting Li
Dongsong Yu
Chendong Yu
Hui Su
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Wei Huo
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252
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GrACE: Generation using Associated Code Edits
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Avishree Khare
Yasharth Bajpai
Saikat Chakraborty
Sumit Gulwani
Aditya Kanade
Arjun Radhakrishna
Gustavo Soares
Ashish Tiwari
348
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Automatic Code Summarization via ChatGPT: How Far Are We?
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Chunrong Fang
Yudu You
Yun Miao
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...
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Quanjun Zhang
Hanwei Qian
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ELM
192
102
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22 May 2023
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization
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Lingfei Wu
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229
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A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
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Q. Hu
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Xiaofei Xie
Yves Le Traon
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AAML
268
11
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