Title
xASTNN: Improved Code Representations for Industrial Practice Zhiwei Xu Min Zhou Xibin Zhao Yang Chen Xi Cheng Hongyu Zhang AI4TS 29 5 0 13 Mar 2023
Planning with Large Language Models for Code Generation Shun Zhang Zhenfang Chen Songlin Yang Mingyu Ding J. Tenenbaum Chuang Gan 35 148 0 09 Mar 2023
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code Aftab Hussain Md Rafiqul Islam Rabin Bowen Xu David Lo Mohammad Amin Alipour 42 3 0 08 Mar 2023
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks D. Pasechnyuk Anton Prazdnichnykh Mikhail Evtikhiev T. Bryksin 32 1 0 06 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation Ramin Shahbazi Fatemeh H. Fard 36 2 0 03 Mar 2023
Power Constrained Autotuning using Graph Neural Networks Akashnil Dutta JeeWhan Choi Ali Jannesari 41 5 0 22 Feb 2023
On ML-Based Program Translation: Perils and Promises Aniketh Malyala K. Zhou Baishakhi Ray Saikat Chakraborty 29 5 0 21 Feb 2023
Transformadores: Fundamentos teoricos y Aplicaciones J. D. L. Torre 78 0 0 18 Feb 2023
Automating Code-Related Tasks Through Transformers: The Impact of Pre-training Rosalia Tufano L. Pascarella Gabriele Bavota 33 19 0 08 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 34 9 0 08 Feb 2023
CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models Hossein Hajipour Keno Hassler Thorsten Holz Lea Schonherr Mario Fritz ELM 40 20 0 08 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 27 18 0 08 Feb 2023
Toward a Theory of Causation for Interpreting Neural Code Models David Nader-Palacio Alejandro Velasco Nathan Cooper Á. Rodríguez Kevin Moran Denys Poshyvanyk 28 17 0 07 Feb 2023
Exploring Data Augmentation for Code Generation Tasks Pinzhen Chen Gerasimos Lampouras 31 9 0 05 Feb 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 35 13 0 05 Feb 2023
Transformers Meet Directed Graphs Simon Geisler Yujia Li D. Mankowitz A. Cemgil Stephan Günnemann Cosmin Paduraru 27 35 0 31 Jan 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 25 52 0 31 Jan 2023
FLAME: A small language model for spreadsheet formulas Harshit Joshi Abishai Ebenezer J. Cambronero Sumit Gulwani Aditya Kanade Vu Le Ivan Radivcek Gust Verbruggen LMTD 37 12 0 31 Jan 2023
Which Features are Learned by CodeBert: An Empirical Study of the BERT-based Source Code Representation Learning Lan Zhang Chen Cao Zhilong Wang Peng Liu SSL 14 3 0 20 Jan 2023
Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Toufique Ahmed Supriyo Ghosh Chetan Bansal Thomas Zimmermann Xuchao Zhang Saravan Rajmohan AI4CE 46 52 0 10 Jan 2023
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction Youwei Liang Kevin R. Stone A. Shameli Chris Cummins Mostafa Elhoushi ... Benoit Steiner Xiaomeng Yang P. Xie Hugh Leather Yuandong Tian 17 10 0 09 Jan 2023
Stealthy Backdoor Attack for Code Models Zhou Yang Bowen Xu Jie M. Zhang Hong Jin Kang Jieke Shi Junda He David Lo AAML 19 65 0 06 Jan 2023
Code Difference Guided Adversarial Example Generation for Deep Code Models Zhao Tian Junjie Chen Zhi Jin AAML 29 17 0 06 Jan 2023
Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning Wenting Zhao Ibrahim Abdelaziz Julian T Dolby Kavitha Srinivas M. Helali Essam Mansour 26 0 0 05 Jan 2023
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries Ali Al-Kaswan Toufique Ahmed M. Izadi A. Sawant Prem Devanbu A. van Deursen SyDa 98 32 0 04 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 32 3 0 27 Dec 2022
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 16 9 0 21 Dec 2022
Generation-Augmented Query Expansion For Code Retrieval Dong Li Yelong Shen Ruoming Jin Yi Mao Kuan-Chieh Jackson Wang Weizhu Chen RALM 28 8 0 20 Dec 2022
ReCode: Robustness Evaluation of Code Generation Models Shiqi Wang Zheng Li Haifeng Qian Cheng Yang Zijian Wang ... Parminder Bhatia Ramesh Nallapati M. K. Ramanathan Dan Roth Bing Xiang 27 80 0 20 Dec 2022
A Survey on Pretrained Language Models for Neural Code Intelligence Yichen Xu Yanqiao Zhu 9 17 0 20 Dec 2022
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities Wei Ma Shangqing Liu Mengjie Zhao Xiaofei Xie Wenhan Wang Q. Hu Jiexin Zhang Yang Liu 27 16 0 20 Dec 2022
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context Yangruibo Ding Zijian Wang Wasi Uddin Ahmad M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang 24 68 0 20 Dec 2022
MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion Zi Gong Yinpeng Guo Pingyi Zhou Cuiyun Gao Yasheng Wang Zenglin Xu 14 8 0 19 Dec 2022
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 29 3 0 18 Dec 2022
DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android Bytecode Tiezhu Sun Kevin Allix Kisub Kim Xin Zhou Dongsun Kim David Lo Tegawende F. Bissyande Jacques Klein 24 11 0 12 Dec 2022
Parameter-Efficient Finetuning of Transformers for Source Code Shamil Ayupov Nadezhda Chirkova 22 17 0 12 Dec 2022
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 25 2 0 12 Dec 2022
Codex Hacks HackerRank: Memorization Issues and a Framework for Code Synthesis Evaluation Anjan Karmakar Julian Aron Prenner Marco DÁmbros Romain Robbes ELM 24 17 0 06 Dec 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 Nghi D. Q. Bui Yue Wang Steven C. H. Hoi 27 15 0 27 Nov 2022
DeepVulSeeker: A Novel Vulnerability Identification Framework via Code Graph Structure and Pre-training Mechanism Jin Wang Hui Xiao Shuwen Zhong Yinhao Xiao 42 11 0 23 Nov 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 74 71 0 31 Oct 2022
CodeEditor: Learning to Edit Source Code with Pre-trained Models Jia Li Ge Li Zhuo Li Zhi Jin Xing Hu Kechi Zhang Zhiyi Fu KELM 16 23 0 31 Oct 2022
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 120 161 0 26 Oct 2022
Benchmarking Language Models for Code Syntax Understanding Da Shen Xinyun Chen Chenguang Wang Koushik Sen Dawn Song ELM 22 16 0 26 Oct 2022
Global Contrastive Batch Sampling via Optimization on Sample Permutations Vin Sachidananda Ziyi Yang Chenguang Zhu 24 5 0 23 Oct 2022
Exploring Representation-Level Augmentation for Code Search Haochen Li Steven C. H. Hoi Cyril Leung Yanxian Huang Yuan Huang Hongyu Zhang Yanlin Wang 53 19 0 21 Oct 2022
Soft-Labeled Contrastive Pre-training for Function-level Code Representation Xiaonan Li Daya Guo Yeyun Gong Yun Lin Yelong Shen Xipeng Qiu Daxin Jiang Weizhu Chen Nan Duan 31 17 0 18 Oct 2022
Code Recommendation for Open Source Software Developers Yiqiao Jin Yunsheng Bai Yanqiao Zhu Yizhou Sun Wei Wang 33 24 0 15 Oct 2022
Leveraging Artificial Intelligence on Binary Code Comprehension Yifan Zhang 37 3 0 11 Oct 2022
Pre-Training Representations of Binary Code Using Contrastive Learning Yifan Zhang Chen Huang Yueke Zhang Kevin Cao Scott Thomas Andersen Huajie Shao Kevin Leach Yu Huang 50 3 0 11 Oct 2022