CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

20 September 2019

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

22 / 472 papers shown

Title
WheaCha: A Method for Explaining the Predictions of Models of Code Yu Wang Ke Wang Linzhang Wang FAtt 16 3 0 09 Feb 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 45 1,373 0 14 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 21 63 0 08 Dec 2020
Search4Code: Code Search Intent Classification Using Weak Supervision Nikitha Rao Chetan Bansal Joe Guan 17 2 0 24 Nov 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 31 91 0 24 Oct 2020
PyMT5: multi-mode translation of natural language and Python code with transformers Colin B. Clement Dawn Drain Jonathan Timcheck Alexey Svyatkovskiy Neel Sundaresan 11 152 0 07 Oct 2020
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation David Gros Hariharan Sezhiyan Prem Devanbu Zhou Yu 45 68 0 03 Oct 2020
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan M. Zhou Ambrosio Blanco Shuai Ma ELM 20 499 0 22 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 56 1,094 0 17 Sep 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 30 0 16 Sep 2020
Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers Michele Tufano Dawn Drain Alexey Svyatkovskiy Neel Sundaresan ViT 6 84 0 11 Sep 2020
Unit Test Case Generation with Transformers and Focal Context Michele Tufano Dawn Drain Alexey Svyatkovskiy Shao Kun Deng Neel Sundaresan ViT 4 173 0 11 Sep 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 24 119 0 06 Sep 2020
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent Geert Heyman Tom Van Cutsem 12 29 0 27 Aug 2020
OCoR: An Overlapping-Aware Code Retriever Qihao Zhu Zeyu Sun Xiran Liang Yingfei Xiong Lu Zhang 14 35 0 12 Aug 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 34 149 0 09 Jul 2020
Backdoors in Neural Models of Source Code Goutham Ramakrishnan Aws Albarghouthi AAML SILM 28 56 0 11 Jun 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 30 2,647 0 02 May 2020
A Toolkit for Generating Code Knowledge Graphs Ibrahim Abdelaziz Julian T Dolby Jamie McCusker Kavitha Srinivas 13 24 0 21 Feb 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 45 2,532 0 19 Feb 2020
Semantic Robustness of Models of Source Code Goutham Ramakrishnan Jordan Henkel Zi Wang Aws Albarghouthi S. Jha Thomas W. Reps SILM AAML 35 97 0 07 Feb 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014