| Scope is all you need: Transforming LLMs for HPC Code | Aug 18, 2023 | AllCode Completion | CodeCode Available | 1 |
| RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems | Jun 5, 2023 | BenchmarkingC++ code | CodeCode Available | 1 |
| How Effective Are Neural Networks for Fixing Security Vulnerabilities | May 29, 2023 | Code CompletionProgram Repair | CodeCode Available | 1 |
| MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers | May 16, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations | Mar 16, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| Learning Deep Semantics for Test Completion | Feb 20, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| Execution-based Code Generation using Deep Reinforcement Learning | Jan 31, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context | Dec 20, 2022 | Code Completion | CodeCode Available | 1 |
| Multi-lingual Evaluation of Code Generation Models | Oct 26, 2022 | Code CompletionCode Generation | CodeCode Available | 1 |
| Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming | Oct 25, 2022 | Code CompletionRecommendation Systems | CodeCode Available | 1 |
| MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning | Jun 13, 2022 | Code CompletionCode Summarization | CodeCode Available | 1 |
| Productivity Assessment of Neural Code Completion | May 13, 2022 | Code Completion | CodeCode Available | 1 |
| ReACC: A Retrieval-Augmented Code Completion Framework | Mar 15, 2022 | Code CompletionLanguage Modeling | CodeCode Available | 1 |
| UniXcoder: Unified Cross-Modal Pre-training for Code Representation | Mar 8, 2022 | Code CompletionCode Search | CodeCode Available | 1 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 |
| 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 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code | Oct 23, 2020 | Bug fixingCode Completion | CodeCode Available | 1 |
| Empirical Study of Transformers for Source Code | Oct 15, 2020 | Bug fixingCode Completion | CodeCode Available | 1 |
| LambdaNet: Probabilistic Type Inference using Graph Neural Networks | Apr 29, 2020 | Code CompletionGraph Neural Network | CodeCode Available | 1 |
| Adversarial Robustness for Code | Feb 11, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| Beyond Autocomplete: Designing CopilotLens Towards Transparent and Explainable AI Coding Agents | Jun 24, 2025 | Code CompletionDecision Making | —Unverified | 0 |
| Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models | Jun 23, 2025 | Code CompletionGSM8K | —Unverified | 0 |
| HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding | May 28, 2025 | Code CompletionCode Generation | —Unverified | 0 |
