CodeSearchNet

Millions of (code, natural-language) pairs across six languages, for code search and representation learning.

Papers using CodeSearchNet (20)

Automatic Detection of LLM-Generated Code: A Comparative Case Study of Contemporary Models Across Function and Class Granularities2024 · 2 citesHybridCodeAuthorship: A Benchmark Dataset for Line-Level Code Authorship Detection2026Integrating Code Metrics into Automated Documentation Generation for Computational Notebooks2026Enhancing Neural Code Representation with Additional Context2025MGS3: A Multi-Granularity Self-Supervised Code Search Framework2025AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability2025Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks2025Code Search based on Context-aware Code Translation2022 · 53 citesPyMT5: multi-mode translation of natural language and Python code with transformers2020 · 24 citesCascaded Fast and Slow Models for Efficient Semantic Code Search2021 · 7 citesGenerating Code with the Help of Retrieved Template Functions and Stack Overflow Answers2021 · 6 citesGeneration-Augmented Query Expansion For Code Retrieval2022 · 5 citesGAP-Gen: Guided Automatic Python Code Generation2022 · 1 citesThe Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation2023 · 1 citesEvaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark2023 · 1 citesOn Inter-dataset Code Duplication and Data Leakage in Large Language Models2024 · 1 citesCodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks2024 · 1 citesLLM Agents Improve Semantic Code Search2024 · 1 citesTackling Long Code Search with Splitting, Encoding, and Aggregating2022Revisiting Code Search in a Two-Stage Paradigm2022