| LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification | Feb 24, 2025 | Code Completion | CodeCode Available | 2 |
| Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework | Feb 21, 2025 | Code CompletionCode Generation | —Unverified | 0 |
| Mechanistic Understanding of Language Models in Syntactic Code Completion | Feb 20, 2025 | Code CompletionCode Generation | —Unverified | 0 |
| How to Get Your LLM to Generate Challenging Problems for Evaluation | Feb 20, 2025 | Code CompletionMath | CodeCode Available | 1 |
| MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task | Feb 17, 2025 | Code CompletionGSM8K | —Unverified | 0 |
| GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation | Jan 19, 2025 | Bug fixingCode Completion | CodeCode Available | 0 |
| Improving FIM Code Completions via Context & Curriculum Based Learning | Dec 21, 2024 | Code Completion | —Unverified | 0 |
| ExecRepoBench: Multi-level Executable Code Completion Evaluation | Dec 16, 2024 | Code Completion | —Unverified | 0 |
| ContextModule: Improving Code Completion via Repository-level Contextual Information | Dec 11, 2024 | Code Completion | —Unverified | 0 |
| Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions | Dec 1, 2024 | Code Completion | —Unverified | 0 |
| LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation | Nov 19, 2024 | Code CompletionCode Generation | —Unverified | 0 |
| FastDraft: How to Train Your Draft | Nov 17, 2024 | BenchmarkingCode Completion | —Unverified | 0 |
| CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt | Nov 13, 2024 | ClassificationCode Completion | —Unverified | 0 |
| GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models | Nov 5, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking | Oct 31, 2024 | Code CompletionOpen-Domain Question Answering | —Unverified | 0 |
| Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet' | Oct 29, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation | Oct 28, 2024 | Code Completion | —Unverified | 0 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework | Oct 20, 2024 | Code CompletionRAG | CodeCode Available | 9 |
| aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing | Oct 17, 2024 | AttributeCode Completion | CodeCode Available | 7 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | CodeCode Available | 0 |
| CursorCore: Assist Programming through Aligning Anything | Oct 9, 2024 | Code Completion | CodeCode Available | 2 |
| CodeCipher: Learning to Obfuscate Source Code Against LLMs | Oct 8, 2024 | Code Completionvalid | —Unverified | 0 |
| Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning | Oct 4, 2024 | Code CompletionCode Generation | —Unverified | 0 |
| Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? | Oct 2, 2024 | Code CompletionCode Generation | CodeCode Available | 2 |
