| What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code | Feb 14, 2022 | Code CompletionCode Search | —Unverified | 0 |
| Examining Zero-Shot Vulnerability Repair with Large Language Models | Dec 3, 2021 | Code Completion | —Unverified | 0 |
| Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy | Sep 17, 2021 | Code CompletionCode Generation | —Unverified | 0 |
| Time-Efficient Code Completion Model for the R Programming Language | Aug 1, 2021 | Code CompletionLanguage Modeling | CodeCode Available | 0 |
| Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models | Jun 26, 2021 | Code CompletionLanguage Modelling | —Unverified | 0 |
| Learning to Complete Code with Sketches | Jun 18, 2021 | Code CompletionCode Generation | —Unverified | 0 |
| A Syntax-Guided Edit Decoder for Neural Program Repair | Jun 15, 2021 | Code CompletionCode Generation | CodeCode Available | 1 |
| Energy-Based Models for Code Generation under Compilability Constraints | Jun 9, 2021 | Code CompletionCode Generation | CodeCode Available | 1 |
| Learning to Extend Program Graphs to Work-in-Progress Code | May 28, 2021 | Code CompletionVariable misuse | —Unverified | 0 |
| Improving Code Autocompletion with Transfer Learning | May 12, 2021 | Code CompletionTransfer Learning | —Unverified | 0 |
| Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs | Mar 17, 2021 | Code CompletionGraph Attention | —Unverified | 0 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| Neural Software Analysis | Nov 16, 2020 | Code CompletionLogical Reasoning | CodeCode Available | 0 |
| A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code | Oct 23, 2020 | Bug fixingCode Completion | CodeCode Available | 1 |
| On the Embeddings of Variables in Recurrent Neural Networks for Source Code | Oct 23, 2020 | Bug fixingCode Completion | CodeCode Available | 0 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 |
| Empirical Study of Transformers for Source Code | Oct 15, 2020 | Bug fixingCode Completion | CodeCode Available | 1 |
| Towards Full-line Code Completion with Neural Language Models | Sep 18, 2020 | Code Completion | —Unverified | 0 |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | Sep 17, 2020 | Clone DetectionCode Completion | —Unverified | 0 |
| You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion | Jul 5, 2020 | Code CompletionData Poisoning | —Unverified | 0 |
| IntelliCode Compose: Code Generation Using Transformer | May 16, 2020 | Code CompletionCode Generation | —Unverified | 0 |
| LambdaNet: Probabilistic Type Inference using Graph Neural Networks | Apr 29, 2020 | Code CompletionGraph Neural Network | CodeCode Available | 1 |
| Fast and Memory-Efficient Neural Code Completion | Apr 28, 2020 | Code CompletionLanguage Modelling | —Unverified | 0 |
| Code Completion using Neural Attention and Byte Pair Encoding | Apr 14, 2020 | Code Completion | —Unverified | 0 |
| Sequence Model Design for Code Completion in the Modern IDE | Apr 10, 2020 | Code CompletionLanguage Modeling | —Unverified | 0 |
