CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

20 September 2019

Papers citing "CodeSearchNet Challenge: Evaluating the State of Semantic Code Search"

50 / 472 papers shown

Title
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning Weiguo Pian Hanyu Peng Xunzhu Tang Tiezhu Sun Haoye Tian Andrew Habib Jacques Klein Tegawende F. Bissyande 13 10 0 13 Jun 2022
StructCoder: Structure-Aware Transformer for Code Generation Sindhu Tipirneni Ming Zhu Chandan K. Reddy 30 55 0 10 Jun 2022
Assessing Project-Level Fine-Tuning of ML4SE Models Egor Bogomolov Sergey Zhuravlev Egor Spirin T. Bryksin 32 5 0 07 Jun 2022
Fault-Aware Neural Code Rankers J. Inala Chenglong Wang Mei Yang Andrés Codas Mark Encarnación Shuvendu K. Lahiri Madan Musuvathi Jianfeng Gao ALM 19 41 0 04 Jun 2022
Learning code summarization from a small and local dataset Toufique Ahmed Prem Devanbu 37 9 0 02 Jun 2022
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models Akshita Jha Chandan K. Reddy SILM ELM AAML 27 58 0 31 May 2022
Understanding Long Programming Languages with Structure-Aware Sparse Attention Tingting Liu Chengyu Wang Cen Chen Ming Gao Aoying Zhou 30 3 0 27 May 2022
Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora An Dau Thang Nguyen-Duc Hoang Thanh-Tung Nghi D. Q. Bui TDI 11 4 0 25 May 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 47 48 0 24 May 2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 44 27 0 23 May 2022
NS3: Neuro-Symbolic Semantic Code Search Shushan Arakelyan Anna Hakhverdyan Miltiadis Allamanis Luis Garcia Christophe Hauser Xiang Ren 81 9 0 21 May 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors Renyu Zhu Lei Yuan Xiang Li Ming Gao Wenyuan Cai 24 8 0 10 May 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training Xin Wang Yasheng Wang Yao Wan Jiawei Wang Pingyi Zhou Li Li Hao Wu Jin Liu 26 33 0 04 May 2022
A Survey of Deep Learning Models for Structural Code Understanding Ruoting Wu Yu-xin Zhang Qibiao Peng Liang Chen Zibin Zheng 21 6 0 03 May 2022
On The Cross-Modal Transfer from Natural Language to Code through Adapter Modules Divyam Goel Raman Grover Fatemeh H. Fard 20 18 0 19 Apr 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval Johannes Villmow Viola Campos A. Ulges Ulrich Schwanecke 27 3 0 17 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 28 626 0 12 Apr 2022
CoCoSoDa: Effective Contrastive Learning for Code Search Ensheng Shi Yanlin Wang Wenchao Gu Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 35 33 0 07 Apr 2022
Transformer-Based Language Models for Software Vulnerability Detection Chandra Thapa Seung Ick Jang Muhammad Ejaz Ahmed S. Çamtepe J. Pieprzyk Surya Nepal 34 96 0 07 Apr 2022
An Exploratory Study on Code Attention in BERT Rishab Sharma Fuxiang Chen Fatemeh H. Fard David Lo 19 25 0 05 Apr 2022
On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages Fuxiang Chen F. Fard David Lo T. Bryksin 28 44 0 05 Apr 2022
Accelerating Code Search with Deep Hashing and Code Classification Wenchao Gu Yanlin Wang Lun Du Hongyu Zhang Shi Han Dongmei Zhang Michael R. Lyu 30 16 0 29 Mar 2022
MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain Jan Pasek Jakub Sido Miloslav Konopík O. Pražák 13 1 0 26 Mar 2022
Learning Program Semantics with Code Representations: An Empirical Study J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 13 40 0 22 Mar 2022
Programming Language Agnostic Mining of Code and Language Pairs with Sequence Labeling Based Question Answering Changran Hu Akshara Reddi Methukupalli Yutong Zhou Chen Henry Wu Yubo Chen 14 1 0 21 Mar 2022
Automating Code Review Activities by Large-Scale Pre-training Zhiyu Li Shuai Lu Daya Guo Nan Duan Shailesh Jannu ... Deep Majumder Jared Green Alexey Svyatkovskiy Shengyu Fu Neel Sundaresan VLM 23 139 0 17 Mar 2022
ReACC: A Retrieval-Augmented Code Completion Framework Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 25 139 0 15 Mar 2022
Compilable Neural Code Generation with Compiler Feedback Xin Wang Yasheng Wang Yao Wan Fei Mi Yitong Li Pingyi Zhou Jin Liu Hao Wu Xin Jiang Qun Liu 23 66 0 10 Mar 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin 17 559 0 08 Mar 2022
Learning to Reduce False Positives in Analytic Bug Detectors Anant Kharkar Roshanak Zilouchian Moghaddam Matthew Jin Xiaoyu Liu Xin Shi Colin B. Clement Neel Sundaresan 11 42 0 08 Mar 2022
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions David Bieber Rishab Goel Daniel Zheng Hugo Larochelle Daniel Tarlow 16 15 0 07 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 631 0 26 Feb 2022
Code Search based on Context-aware Code Translation Weisong Sun Chunrong Fang Yuchen Chen Guanhong Tao Ting Han Quanjun Zhang 28 50 0 16 Feb 2022
Probing Pretrained Models of Source Code Sergey Troshin Nadezhda Chirkova ELM 27 38 0 16 Feb 2022
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code Yao Wan Wei-Ye Zhao Hongyu Zhang Yulei Sui Guandong Xu Hairong Jin 29 105 0 14 Feb 2022
On the Importance of Building High-quality Training Datasets for Neural Code Search Zhensu Sun Li Li Y. Liu Xiaoning Du Li Li 6 75 0 14 Feb 2022
Source Code Summarization with Structural Relative Position Guided Transformer Zi Gong Cuiyun Gao Yasheng Wang Wenchao Gu Yun Peng Zenglin Xu 19 34 0 14 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 26 6 0 10 Feb 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant Shubham Chandel Colin B. Clement Guillermo Serrato Neel Sundaresan 40 43 0 30 Jan 2022
Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Chen Henry Wu Ming Yan DML 14 3 0 27 Jan 2022
LAGOON: An Analysis Tool for Open Source Communities Sourya Dey Walt Woods 13 2 0 26 Jan 2022
CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search Xiaonan Li Yeyun Gong Yelong Shen Xipeng Qiu Hang Zhang Bolun Yao Weizhen Qi Daxin Jiang Weizhu Chen Nan Duan OffRL 34 27 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 218 422 0 24 Jan 2022
Generating Clarifying Questions for Query Refinement in Source Code Search Zachary Eberhart Collin McMillan 24 14 0 24 Jan 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees Rong Liang Tiehu Zhang Y. Lu Yuze Liu Zhengqing Huang Xin Chen 16 3 0 20 Jan 2022
GAP-Gen: Guided Automatic Python Code Generation Junchen Zhao Yurun Song Junlin Wang Ian G. Harris 8 6 0 19 Jan 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 31 5 0 19 Jan 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 28 34 0 13 Jan 2022
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding Deze Wang Zhouyang Jia Shanshan Li Yue Yu Yun Xiong Wei Dong Xiangke Liao 30 80 0 04 Dec 2021
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 62 73 0 03 Dec 2021