CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

2 September 2021

Papers citing "CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation"

50 / 613 papers shown

Title
SourceP: Detecting Ponzi Schemes on Ethereum with Source Code Pengcheng Lu Liang Cai Keting Yin AI4TS 17 4 0 02 Jun 2023
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Bonan Kou Shengmai Chen Zhijie Wang Lei Ma Tianyi Zhang ALM 27 13 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 14 22 0 01 Jun 2023
Better patching using LLM prompting, via Self-Consistency Toufique Ahmed Prem Devanbu LRM ReLM KELM 57 27 0 31 May 2023
AI for Low-Code for AI Nikitha Rao Jason Tsay Kiran Kate Vincent J. Hellendoorn Martin Hirzel 18 15 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 21 26 0 31 May 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 21 79 0 29 May 2023
Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing Jiayi Wei Greg Durrett Işıl Dillig KELM SyDa 43 11 0 29 May 2023
Backdooring Neural Code Search Weisong Sun Yuchen Chen Guanhong Tao Chunrong Fang Xiangyu Zhang Quanjun Zhang Bin Luo SILM 30 16 0 27 May 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought Huaxiaoyue Wang Gonzalo Gonzalez-Pumariega Yash Sharma Sanjiban Choudhury LM&Ro 34 33 0 26 May 2023
Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities Michael Fu Trung Le Van Nguyen Chakkrit Tantithamthavorn Dinh Q. Phung 41 3 0 26 May 2023
Neural Task Synthesis for Visual Programming Victor-Alexandru Pădurean Georgios Tzannetos Adish Singla 33 17 0 26 May 2023
Coarse-Tuning Models of Code with Reinforcement Learning Feedback Abhinav C. P. Jain Chima Adiole Swarat Chaudhuri Thomas W. Reps Chris Jermaine Rice University ALM 30 2 0 25 May 2023
Understanding the Capabilities of Large Language Models for Automated Planning Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi Biplav Srivastava L. Horesh F. Fabiano Andrea Loreggia LLMAG ELM 21 36 0 25 May 2023
GrACE: Generation using Associated Code Edits Priyanshu Gupta Avishree Khare Yasharth Bajpai Saikat Chakraborty Sumit Gulwani Aditya Kanade Arjun Radhakrishna Gustavo Soares Ashish Tiwari 35 16 0 23 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 29 92 0 23 May 2023
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 33 10 0 23 May 2023
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning Ganqu Cui Biqing Qi Kaiyan Zhang Xingwei Long Zhouhan Lin Bowen Zhou ALM LRM 41 19 0 23 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen Rongxiang Weng Xiang Li Ming Gao 35 8 0 23 May 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 43 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 18 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 32 75 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 27 4 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 33 47 0 21 May 2023
LMs: Understanding Code Syntax and Semantics for Code Analysis Wei Ma Shangqing Liu Zhihao Lin Wenhan Wang Q. Hu Ye Liu Cen Zhang Liming Nie Li Li Yang Liu 37 16 0 20 May 2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search Nikita Sorokin Dmitry Abulkhanov Sergey I. Nikolenko Valentin Malykh 29 3 0 19 May 2023
Towards Code Generation from BDD Test Case Specifications: A Vision Leon Chemnitz David Reichenbach Hani Aldebes Mariam Naveed Krishna Narasimhan Mira Mezini 41 3 0 19 May 2023
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation Yunsheng Bai Atefeh Sohrabizadeh Zongyue Qin Ziniu Hu Yizhou Sun Jason Cong 28 1 0 18 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 24 27 0 18 May 2023
Towards Generalist Robots: A Promising Paradigm via Generative Simulation Zhou Xian Théophile Gervet Zhenjia Xu Yi-Ling Qiao Tsun-Hsuan Wang Yian Wang LM&Ro 52 8 0 17 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 27 467 0 13 May 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search Jie M. Zhang Wei Ma Q. Hu Shangqing Liu Xiaofei Xie Yves Le Traon Yang Liu AAML 36 6 0 10 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 36 67 0 09 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 39 15 0 09 May 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 62 730 0 09 May 2023
ComputeGPT: A computational chat model for numerical problems Ryan H. Lewis Junfeng Jiao 21 2 0 08 May 2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification Anastasiia Grishina Max Hort Leon Moonen 27 7 0 08 May 2023
Code Execution with Pre-trained Language Models Chenxiao Liu Shuai Lu Weizhu Chen Daxin Jiang Alexey Svyatkovskiy Shengyu Fu Neel Sundaresan Nan Duan ELM 30 21 0 08 May 2023
On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui CLL KELM 53 10 0 06 May 2023
TASTY: A Transformer based Approach to Space and Time complexity K. Moudgalya Ankit Ramakrishnan Vamsikrishna Chemudupati Xinghai Lu 24 3 0 06 May 2023
Automated Code generation for Information Technology Tasks in YAML through Large Language Models Saurabh Pujar Luca Buratti Xiaojie Guo Nicolas Dupuis B. Lewis ... Atin Sood Ganesh Nalawade Matt Jones Alessandro Morari Ruchi Puri 47 4 0 02 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 189 821 0 02 May 2023
Using Large Language Models to Generate JUnit Tests: An Empirical Study Mohammed Latif Siddiq Joanna C. S. Santos Ridwanul Hasan Tanvir Noshin Ulfat Fahmid Al Rifat Vinicius Carvalho Lopes ELM 67 53 0 30 Apr 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 46 24 0 28 Apr 2023
A Deep Learning Framework for Verilog Autocompletion Towards Design and Verification Automation Enrique Dehaerne Bappaditya Dey S. Halder S. de Gendt 40 10 0 26 Apr 2023
Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation Krishnam Hasija Shrishti Pradhan Manasi S. Patwardhan Raveendra Kumar Medicherla L. Vig Ravindra Naik 23 2 0 26 Apr 2023
Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study Tim van Dam Maliheh Izadi Arie van Deursen 42 14 0 24 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Zhiyu Li Wei Guo Huajun Chen Ningyu Zhang 19 36 0 18 Apr 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 34 11 0 16 Apr 2023