| Learning Deep Semantics for Test Completion | Feb 20, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks | Mar 7, 2024 | Code Completion | CodeCode Available | 1 |
| LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations | Mar 16, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| Long Code Arena: a Set of Benchmarks for Long-Context Code Models | Jun 17, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| LambdaNet: Probabilistic Type Inference using Graph Neural Networks | Apr 29, 2020 | Code CompletionGraph Neural Network | CodeCode Available | 1 |
| A Syntax-Guided Edit Decoder for Neural Program Repair | Jun 15, 2021 | Code CompletionCode Generation | CodeCode Available | 1 |
| How to Get Your LLM to Generate Challenging Problems for Evaluation | Feb 20, 2025 | Code CompletionMath | CodeCode Available | 1 |
| Ada-Instruct: Adapting Instruction Generators for Complex Reasoning | Oct 6, 2023 | Code CompletionIn-Context Learning | CodeCode Available | 1 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion | Oct 17, 2023 | Code CompletionHumanEval | CodeCode Available | 1 |
| Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet' | Oct 29, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning | Sep 2, 2024 | Code CompletionCombinatorial Optimization | CodeCode Available | 1 |
| Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion | May 30, 2024 | Code CompletionRetrieval | CodeCode Available | 1 |
| Can Large Language Models Write Parallel Code? | Jan 23, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs | Jun 26, 2024 | Code Completion | CodeCode Available | 1 |
| GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models | Nov 5, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Language Models for Code Completion: A Practical Evaluation | Feb 25, 2024 | Code Completionvalid | CodeCode Available | 1 |
| How Effective Are Neural Networks for Fixing Security Vulnerabilities | May 29, 2023 | Code CompletionProgram Repair | CodeCode Available | 1 |
| CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection | Mar 12, 2025 | BenchmarkingCode Classification | CodeCode Available | 1 |
| IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators | Mar 6, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Productivity Assessment of Neural Code Completion | May 13, 2022 | Code Completion | CodeCode Available | 1 |
| Empirical Study of Transformers for Source Code | Oct 15, 2020 | Bug fixingCode Completion | CodeCode Available | 1 |
| Curriculum Learning for Small Code Language Models | Jul 14, 2024 | Code CompletionDecoder | —Unverified | 0 |
| Critique Ability of Large Language Models | Oct 7, 2023 | Code CompletionDecision Making | —Unverified | 0 |
| ContextModule: Improving Code Completion via Repository-level Contextual Information | Dec 11, 2024 | Code Completion | —Unverified | 0 |
