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Code Completion
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models
Seed-Coder: Let the Code Model Curate Data for Itself
HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding
SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development
Structure-Aware Corpus Construction and User-Perception-Aligned Metrics for Large-Language-Model Code Completion
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
Can You Really Trust Code Copilots? Evaluating Large Language Models from a Code Security Perspective
CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts
Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents
AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks
NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments?
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation
CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
LogQuant: Log-Distributed 2-Bit Quantization of KV Cache with Superior Accuracy Preservation
On Explaining (Large) Language Models For Code Using Global Code-Based Explanations
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection
GenAI for Simulation Model in Model-Based Systems Engineering
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
Alchemist: Towards the Design of Efficient Online Continual Learning System
SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair
Automated Code Generation and Validation for Software Components of Microcontrollers
LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification
Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework
How to Get Your LLM to Generate Challenging Problems for Evaluation
Mechanistic Understanding of Language Models in Syntactic Code Completion
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation
Improving FIM Code Completions via Context & Curriculum Based Learning
ExecRepoBench: Multi-level Executable Code Completion Evaluation
ContextModule: Improving Code Completion via Repository-level Contextual Information
Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation
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