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

2 September 2021

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

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Title
Fast and Slow Planning F. Fabiano Vishal Pallagani M. B. Ganapini L. Horesh Andrea Loreggia K. Murugesan F. Rossi Biplav Srivastava 40 4 0 07 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 105 554 0 07 Mar 2023
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval Mohammad Abdullah Matin Khan M Saiful Bari Xuan Long Do Weishi Wang Md. Rizwan Parvez Shafiq Joty ALM ELM 117 23 0 06 Mar 2023
A Framework for Neurosymbolic Robot Action Planning using Large Language Models Alessio Capitanelli Fulvio Mastrogiovanni LM&Ro LLMAG 71 7 0 01 Mar 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search Angelica Chen David Dohan David R. So VLM LRM 118 91 0 28 Feb 2023
HugNLP: A Unified and Comprehensive Library for Natural Language Processing Jiadong Wang Nuo Chen Qiushi Sun Wenkang Huang Chengyu Wang Ming Gao 69 4 0 28 Feb 2023
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain Kuntal Kumar Pal Kazuaki Kashihara Ujjwala Anantheswaran Kirby Kuznia S. Jagtap Chitta Baral AAML 34 3 0 20 Feb 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 109 63 0 20 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 152 215 0 16 Feb 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution Ansong Ni Srini Iyer Dragomir R. Radev Ves Stoyanov Wen-tau Yih Sida I. Wang Xi Lin 136 226 0 16 Feb 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code Shuyan Zhou Uri Alon Sumit Agarwal Graham Neubig ELM ALM 99 114 0 10 Feb 2023
Large Language Models for Code: Security Hardening and Adversarial Testing Jingxuan He Martin Vechev ELM AAML 93 122 0 10 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 101 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 106 22 0 08 Feb 2023
CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back Zhongxin Liu Zhijie Tang Xin Xia Xiaohu Yang SSL 50 21 0 08 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 67 18 0 08 Feb 2023
Exploring Data Augmentation for Code Generation Tasks Pinzhen Chen Gerasimos Lampouras 98 10 0 05 Feb 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 120 16 0 05 Feb 2023
Measuring The Impact Of Programming Language Distribution Gabriel Orlanski Kefan Xiao Xavier Garcia Jeffrey Hui Joshua Howland J. Malmaud Jacob Austin Rishah Singh Michele Catasta 167 33 0 03 Feb 2023
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair Nan Jiang Thibaud Lutellier Xin Peng Lin Tan Dan Goldwasser Xinming Zhang 86 50 0 03 Feb 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 131 58 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 92 13 0 31 Jan 2023
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs Guanhui. Liu En-Pei Hu Pu-Jen Cheng Hung-yi Lee Shao-Hua Sun 144 18 0 30 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 77 58 0 10 Jan 2023
SantaCoder: don't reach for the stars! Loubna Ben Allal Raymond Li Denis Kocetkov Chenghao Mou Christopher Akiki ... Sean M. Hughes Daniel Fried Arjun Guha H. D. Vries Leandro von Werra 203 199 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 53 67 0 06 Jan 2023
Code Difference Guided Adversarial Example Generation for Deep Code Models Zhao Tian Junjie Chen Zhi Jin AAML 99 22 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 49 0 0 05 Jan 2023
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries Ali Al-Kaswan Toufique Ahmed Maliheh Izadi A. Sawant Prem Devanbu Arie van Deursen SyDa 141 37 0 04 Jan 2023
Uncontrolled Lexical Exposure Leads to Overestimation of Compositional Generalization in Pretrained Models Najoung Kim Tal Linzen P. Smolensky 106 33 0 21 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 80 90 0 20 Dec 2022
A Survey on Pretrained Language Models for Neural Code Intelligence Yichen Xu Yanqiao Zhu 47 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 65 20 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 82 72 0 20 Dec 2022
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs Raphael Shu Elman Mansimov Tamer Alkhouli Nikolaos Pappas Salvatore Romeo Arshit Gupta Saab Mansour Yi Zhang Dan Roth 50 7 0 20 Dec 2022
Python Code Generation by Asking Clarification Questions Haau-Sing Li Mohsen Mesgar André F. T. Martins Iryna Gurevych 52 11 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 121 58 0 19 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 74 8 0 19 Dec 2022
Large Language Models Meet NL2Code: A Survey Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 95 183 0 19 Dec 2022
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 55 3 0 18 Dec 2022
Plansformer: Generating Symbolic Plans using Transformers Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi L. Horesh Biplav Srivastava F. Fabiano Andrea Loreggia LM&Ro LLMAG OffRL 74 38 0 16 Dec 2022
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages Yekun Chai Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua Wu 93 38 0 13 Dec 2022
Who Evaluates the Evaluators? On Automatic Metrics for Assessing AI-based Offensive Code Generators Pietro Liguori Cristina Improta R. Natella B. Cukic Domenico Cotroneo ELM 117 17 0 12 Dec 2022
Parameter-Efficient Finetuning of Transformers for Source Code Shamil Ayupov Nadezhda Chirkova 29 18 0 12 Dec 2022
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 74 3 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 73 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 60 17 0 27 Nov 2022
CodeExp: Explanatory Code Document Generation Haotian Cui Chenglong Wang Junjie Huang J. Inala Todd Mytkowicz Bolong Wang Jian Gao Nan Duan 103 4 0 25 Nov 2022
DeepVulSeeker: A Novel Vulnerability Identification Framework via Code Graph Structure and Pre-training Mechanism Jin Wang Hui Xiao Shuwen Zhong Yinhao Xiao 69 12 0 23 Nov 2022
Programming by Example and Text-to-Code Translation for Conversational Code Generation Eli Whitehouse William Gerard Yauhen Klimovich Marc Franco-Salvador 56 0 0 21 Nov 2022