Unified Pre-training for Program Understanding and Generation

10 March 2021

Papers citing "Unified Pre-training for Program Understanding and Generation"

50 / 316 papers shown

Title
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 32 11 0 29 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 25 2 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
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen Jiadong Wang Xiang Li Ming Gao 29 8 0 23 May 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 35 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
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
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 34 16 0 20 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 27 461 0 13 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 34 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 56 719 0 09 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 22 6 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 32 10 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
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
Is ChatGPT the Ultimate Programming Assistant -- How far is it? Haoye Tian Weiqi Lu T. Li Xunzhu Tang Shing-Chi Cheung Jacques Klein Tegawende F. Bissyande 27 184 0 24 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
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization) Toufique Ahmed Kunal Suresh Pai Prem Devanbu Earl T. Barr LRM 47 100 0 13 Apr 2023
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond Ensheng Shi Yanlin Wang Hongyu Zhang Lun Du Shi Han Dongmei Zhang Hongbin Sun 33 42 0 11 Apr 2023
RunBugRun -- An Executable Dataset for Automated Program Repair Julian Aron Prenner Romain Robbes 38 11 0 03 Apr 2023
Better Language Models of Code through Self-Improvement H. To Nghi D. Q. Bui Jingnan Guo T. Nguyen SyDa 42 15 0 02 Apr 2023
AceCoder: Utilizing Existing Code to Enhance Code Generation Jia Li Yunfei Zhao Yongming Li Ge Li Zhi Jin 23 24 0 31 Mar 2023
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X Qinkai Zheng Xiao Xia Xu Zou Yuxiao Dong Shanshan Wang ... Andi Wang Yang Li Teng Su Zhilin Yang Jie Tang ELM ALM SyDa 57 317 0 30 Mar 2023
Synthesis of Mathematical programs from Natural Language Specifications G. Prasath Shirish S. Karande 27 6 0 30 Mar 2023
One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization Deze Wang Boxing Chen Shanshan Li Wei Luo Shaoliang Peng Wei Dong Xiang-ke Liao 41 37 0 28 Mar 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 37 3 0 22 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 39 51 0 20 Mar 2023
Revisiting the Plastic Surgery Hypothesis via Large Language Models Chun Xia Yifeng Ding Lingming Zhang 54 20 0 18 Mar 2023
TypeT5: Seq2seq Type Inference using Static Analysis Jiayi Wei Greg Durrett Işıl Dillig 36 18 0 16 Mar 2023
Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language Ankita Sontakke Kanika Kalra Manasi S. Patwardhan L. Vig Raveendra Kumar Medicherla Ravindra Naik Shrishti Pradhan 29 2 0 16 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
Greener yet Powerful: Taming Large Code Generation Models with Quantization Xiaokai Wei Sujan Kumar Gonugondla W. Ahmad Shiqi Wang Baishakhi Ray ... Ben Athiwaratkun Mingyue Shang M. K. Ramanathan Parminder Bhatia Bing Xiang MQ 30 6 0 09 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 29 508 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 Chenyu You ALM ELM 34 14 0 06 Mar 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search Angelica Chen David Dohan David R. So VLM LRM 26 84 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 27 3 0 28 Feb 2023
On ML-Based Program Translation: Perils and Promises Aniketh Malyala K. Zhou Baishakhi Ray Saikat Chakraborty 29 5 0 21 Feb 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 33 54 0 20 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
CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back Zhongxin Liu Zhijie Tang Xin Xia Xiaohu Yang SSL 16 21 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
Exploring Data Augmentation for Code Generation Tasks Pinzhen Chen Gerasimos Lampouras 31 9 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 30 28 0 03 Feb 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 25 52 0 31 Jan 2023
Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions Christoph Treude 30 17 0 28 Jan 2023