Title
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages Mohammad Akbari Saeed Ranjbar Alvar Behnam Kamranian Amin Banitalebi-Dehkordi Yong Zhang AI4CE 20 0 0 26 Oct 2023
Language Agnostic Code Embeddings Saiteja Utpala Alex Gu Pin-Yu Chen 31 1 0 25 Oct 2023
Understanding Code Semantics: An Evaluation of Transformer Models in Summarization Debanjan Mondal Abhilasha Lodha Ankita Sahoo Beena Kumari 22 0 0 25 Oct 2023
SUT: Active Defects Probing for Transcompiler Models Mengnan Qi Yufan Huang Maoquan Wang Yongqiang Yao Zihan Liu Bin Gu Colin B. Clement Neel Sundaresan 25 2 0 22 Oct 2023
Automated Repair of Declarative Software Specifications in the Era of Large Language Models Md Rashedul Hasan Jiawei Li Iftekhar Ahmed Hamid Bagheri 22 2 0 19 Oct 2023
Program Translation via Code Distillation Yufan Huang Mengnan Qi Yongqiang Yao Maoquan Wang Bin Gu Colin B. Clement Neel Sundaresan 18 4 0 17 Oct 2023
Functional Overlap Reranking for Neural Code Generation H. To Minh Huynh Nguyen Nghi D. Q. Bui 19 4 0 16 Oct 2023
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We? Michael Fu C. Tantithamthavorn Van Nguyen Trung Le SILM ELM 28 59 0 15 Oct 2023
Large Language Model-Aware In-Context Learning for Code Generation Jia Li Ge Li Chongyang Tao Jia Li Huangzhao Zhang Fang Liu Zhi Jin 49 28 0 15 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 35 6 0 12 Oct 2023
Rethinking Negative Pairs in Code Search Haochen Li Xin Zhou Anh Tuan Luu Chunyan Miao 40 9 0 12 Oct 2023
Towards Causal Deep Learning for Vulnerability Detection Md. Mahbubur Rahman Ira Ceka Chengzhi Mao Saikat Chakraborty Baishakhi Ray Wei Le 18 10 0 12 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 8 2 0 10 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 54 46 0 09 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 21 35 0 08 Oct 2023
Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models Zhou Yang Zhipeng Zhao Chenyu Wang Jieke Shi Dongsum Kim Donggyun Han David Lo SILM AAML MIACV 28 12 0 02 Oct 2023
Learning Type Inference for Enhanced Dataflow Analysis Lukas Seidel Sedick Baker Effendi Xavier Pinho Konrad Rieck Brink van der Merwe Fabian Yamaguchi 17 2 0 01 Oct 2023
Code quality assessment using transformers Mosleh Mahamud Isak Samsten ViT 11 0 0 17 Sep 2023
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names? Terry Yue Zhuo Xiaoning Du Zhenchang Xing Jiamou Sun Haowei Quan Li Li Liming Zhu 29 2 0 14 Sep 2023
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair Weishi Wang Yue Wang Shafiq R. Joty Steven C. H. Hoi 19 57 0 12 Sep 2023
Large Language Models for Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Mostafa Elhoushi Youwei Liang ... Jonas Gehring Fabian Gloeckle Kim M. Hazelwood Gabriel Synnaeve Hugh Leather 18 47 0 11 Sep 2023
Trustworthy and Synergistic Artificial Intelligence for Software Engineering: Vision and Roadmaps David Lo 32 39 0 08 Sep 2023
Code Representation Pre-training with Complements from Program Executions Jiabo Huang Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 16 4 0 04 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 36 20 0 03 Sep 2023
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Yuxiang Wei Chun Xia Lingming Zhang KELM 25 90 0 01 Sep 2023
Laminar: A New Serverless Stream-based Framework with Semantic Code Search and Code Completion Zaynab Zahra Zihao Li Rosa Filgueira 11 4 0 01 Sep 2023
ZC3: Zero-Shot Cross-Language Code Clone Detection Jia Li Chongyang Tao Zhi Jin F. Liu Jia Li Ge Li 24 7 0 26 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,890 0 24 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 25 322 0 21 Aug 2023
Scope is all you need: Transforming LLMs for HPC Code Tal Kadosh N. Hasabnis Vy A. Vo Nadav Schneider Neva Krien ... Ted Willke G. Tamir Yuval Pinter Tim Mattson Gal Oren 13 12 0 18 Aug 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 21 6 0 17 Aug 2023
Evaluating and Explaining Large Language Models for Code Using Syntactic Structures David Nader-Palacio Alejandro Velasco Daniel Rodríguez-Cárdenas Kevin Moran Denys Poshyvanyk 34 8 0 07 Aug 2023
Exploiting Code Symmetries for Learning Program Semantics Kexin Pei Weichen Li Qirui Jin Shuyang Liu Scott Geng Lorenzo Cavallaro Junfeng Yang Suman Jana 31 4 0 07 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 52 336 0 07 Aug 2023
An Empirical Study of AI-based Smart Contract Creation Rabimba Karanjai Edward Li Lei Xu W. Shi 16 9 0 05 Aug 2023
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code Nadezhda Chirkova Sergey Troshin 21 8 0 01 Aug 2023
CodeLens: An Interactive Tool for Visualizing Code Representations Yuejun Guo Seifeddine Bettaieb Qiang Hu Yves Le Traon Qian Tang 13 0 0 27 Jul 2023
Exploring Security Commits in Python Shiyu Sun Shu Wang Xinda Wang Yunlong Xing Elisa Zhang Kun Sun 27 1 0 21 Jul 2023
Quantivine: A Visualization Approach for Large-scale Quantum Circuit Representation and Analysis Zhen Wen Yihan Liu Siwei Tan Jie Chen Minfeng Zhu Dongming Han Jianwei Yin Mingliang Xu Wei-Neng Chen GNN 35 12 0 18 Jul 2023
G-Scan: Graph Neural Networks for Line-Level Vulnerability Identification in Smart Contracts Christoph Sendner Ruisi Zhang Alexander Hefter Alexandra Dmitrienko F. Koushanfar 19 1 0 17 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Yuheng Huang Jiayang Song Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 28 3 0 16 Jul 2023
COMEX: A Tool for Generating Customized Source Code Representations Debeshee Das N. Mathews Alex Mathai Srikanth G. Tamilselvam Kranthi Sedamaki S. Chimalakonda Atul Kumar VLM 13 5 0 10 Jul 2023
An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code Max Hort Anastasiia Grishina Leon Moonen 18 2 0 05 Jul 2023
Exploring Continual Learning for Code Generation Models Prateek Yadav Q. Sun Hantian Ding Xiaopeng Li Dejiao Zhang ... Parminder Bhatia Ramesh Nallapati M. K. Ramanathan Mohit Bansal Bing Xiang CLL 30 29 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 33 78 0 04 Jul 2023
A systematic literature review on source code similarity measurement and clone detection: techniques, applications, and challenges Morteza Zakeri-Nasrabadi Saeed Parsa Mohammad Ramezani C. Roy Masoud Ekhtiarzadeh 19 43 0 28 Jun 2023
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection Niklas Risse Marcel Bohme AAML 66 21 0 28 Jun 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 31 18 0 26 Jun 2023
Towards Understanding What Code Language Models Learned Toufique Ahmed Dian Yu Chen Huang Cathy Wang Prem Devanbu Kenji Sagae ELM 38 5 0 20 Jun 2023
Guiding Language Models of Code with Global Context using Monitors Lakshya A Agrawal Aditya Kanade Navin Goyal Shuvendu K. Lahiri S. Rajamani 38 23 0 19 Jun 2023