UniXcoder: Unified Cross-Modal Pre-training for Code Representation

8 March 2022

Papers citing "UniXcoder: Unified Cross-Modal Pre-training for Code Representation"

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Title
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We? Weisong Sun Chunrong Fang Yun Miao Yudu You Mengzhe Yuan ... Quanjun Zhang An Guo Xiang Chen Yang Liu Zhenyu Chen 28 5 0 01 Dec 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance Sheng Zhang Hui Li Yanlin Wang Zhao Wei Yong Xiu Juhong Wang Rongong Ji 11 2 0 25 Nov 2023
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation Xingyu Wu Yan Zhong Jibin Wu Bingbing Jiang Kay Chen Tan 25 5 0 22 Nov 2023
An Extensive Study on Adversarial Attack against Pre-trained Models of Code Xiaohu Du Ming Wen Zichao Wei Shangwen Wang Hai Jin AAML 27 15 0 13 Nov 2023
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji 27 3 0 13 Nov 2023
DocGen: Generating Detailed Parameter Docstrings in Python Vatsal Venkatkrishna Durga Shree Nagabushanam Emmanuel Iko-Ojo Simon M. Vidoni 13 0 0 11 Nov 2023
Noisy Pair Corrector for Dense Retrieval Hang Zhang Yeyun Gong Xingwei He Dayiheng Liu Daya Guo Jiancheng Lv Jian Guo 24 5 0 07 Nov 2023
Language Agnostic Code Embeddings Saiteja Utpala Alex Gu Pin-Yu Chen 31 1 0 25 Oct 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code Tong Ye Lingfei Wu Tengfei Ma Xuhong Zhang Yangkai Du Peiyu Liu Shouling Ji Wenhai Wang 26 12 0 24 Oct 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion Yangruibo Ding Zijian Wang Wasi Uddin Ahmad Hantian Ding Ming Tan ... M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang ELM 21 115 0 17 Oct 2023
Program Translation via Code Distillation Yufan Huang Mengnan Qi Yongqiang Yao Maoquan Wang Bin Gu Colin B. Clement Neel Sundaresan 21 4 0 17 Oct 2023
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models Jongwoo Ko Seungjoon Park Yujin Kim Sumyeong Ahn Du-Seong Chang Euijai Ahn SeYoung Yun 14 4 0 16 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 13 2 0 10 Oct 2023
DefectHunter: A Novel LLM-Driven Boosted-Conformer-based Code Vulnerability Detection Mechanism Jin Wang Zishan Huang Hengli Liu Nianyi Yang Yinhao Xiao 38 17 0 27 Sep 2023
Code Representation Pre-training with Complements from Program Executions Jiabo Huang Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 21 4 0 04 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 26 7 0 26 Aug 2023
On the Impact of Language Selection for Training and Evaluating Programming Language Models J. Katzy M. Izadi A. van Deursen 45 5 0 25 Aug 2023
Epicure: Distilling Sequence Model Predictions into Patterns Miltiadis Allamanis Earl T. Barr 11 0 0 16 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 52 338 0 07 Aug 2023
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks Domenico Cotroneo Cristina Improta Pietro Liguori R. Natella SILM 25 22 0 04 Aug 2023
JFinder: A Novel Architecture for Java Vulnerability Identification Based Quad Self-Attention and Pre-training Mechanism Jin Wang Zishan Huang Hui Xiao Yinhao Xiao 43 2 0 29 Jul 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 21 20 0 27 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 38 13 0 18 Jul 2023
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection Niklas Risse Marcel Bohme AAML 66 21 0 28 Jun 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion Daya Guo Canwen Xu Nan Duan Jian Yin Julian McAuley 13 77 0 26 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 39 17 0 26 Jun 2023
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair Sakina Fatima Hadi Hemmati Lionel C. Briand 11 4 0 21 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
Multi-target Backdoor Attacks for Code Pre-trained Models Yanzhou Li Shangqing Liu Kangjie Chen Xiaofei Xie Tianwei Zhang Yang Liu AAML SILM 17 23 0 14 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 21 13 0 10 Jun 2023
A Static Evaluation of Code Completion by Large Language Models Hantian Ding Varun Kumar Yuchen Tian Zijian Wang Robert Kwiatkowski ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM ALM 33 14 0 05 Jun 2023
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems Tianyang Liu Canwen Xu Julian McAuley ALM 25 147 0 05 Jun 2023
SourceP: Detecting Ponzi Schemes on Ethereum with Source Code Pengcheng Lu Liang Cai Keting Yin AI4TS 17 3 0 02 Jun 2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion Hengzhi Pei Jinman Zhao Leonard Lausen Sheng Zha George Karypis ELM LRM 6 21 0 01 Jun 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis Ali TehraniJamsaz Quazi Ishtiaque Mahmud Le Chen Nasreen K. Ahmed Ali Jannesari 12 4 0 31 May 2023
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM Nghi D. Q. Bui Hung Le Yue Wang Junnan Li Akhilesh Deepak Gotmare Steven C. H. Hoi 16 26 0 31 May 2023
Backdooring Neural Code Search Weisong Sun Yuchen Chen Guanhong Tao Chunrong Fang Xiangyu Zhang Quanjun Zhang Bin Luo SILM 14 16 0 27 May 2023
ChipGPT: How far are we from natural language hardware design Kaiyan Chang Ying Wang Haimeng Ren Mengdi Wang Shengwen Liang Yinhe Han Huawei Li Xiaowei Li 21 89 0 23 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen J. Wang Xiang Li Ming Gao 21 8 0 23 May 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 24 16 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Text-to-SQL Error Correction with Language Models of Code Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 10 10 0 22 May 2023
Automatic Code Summarization via ChatGPT: How Far Are We? Weisong Sun Chunrong Fang Yudu You Yun Miao Yi Liu ... Yuchen Chen Quanjun Zhang Hanwei Qian Yang Liu Zhenyu Chen ELM 19 73 0 22 May 2023
The "code'' of Ethics:A Holistic Audit of AI Code Generators Wanlun Ma Yiliao Song Minhui Xue Sheng Wen Yang Xiang 22 4 0 22 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 19 26 0 18 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 19 460 0 13 May 2023