Python 2

5. Methods/Models for Downstream Tasks 1,248 8. Datasets 583 3. When Coding Meets Reasoning 315 2. Models 286 6. Analysis of AI-Generated Code 246 4. Code LLM for Low-Resource, Low-Level, and Domain-Specific Languages 122 7. Human-LLM Interaction 73 News 62 9. Recommended Readings 32 5. Datasets 29 4. Datasets 20 1. Surveys 17 6. Datasets 4 Other Awesome LLM Reading Lists 3 Star History 2 7. User-LLM Interaction 1

8.2 Benchmarks 613 3.5 Frontend Navigation 179 Text-To-SQL 171 3.3 Code Agents 119 Vulnerability Detection 116 Others 113 2.1 Base LLMs and Pretraining Strategies 98 Code Generation 92 Code Commenting and Summarization 83 Test Generation 79 2.4 (Instruction) Fine-Tuning on Code 76 Malicious Code Detection 75 Program Repair 75 3.1 Coding for Reasoning 66 Security and Vulnerabilities 59 3.4 Interactive Coding 55 2.3 General Pretraining on Code 54 Code Review 49 Code Translation 47 Frontend Development 46 2.5 Reinforcement Learning on Code 44 Repository-Level Coding 42 Code Similarity and Embedding (Clone Detection, Code Search) 38 Correctness 34 Issue Resolution 32 5.2 Benchmarks 30 Requirement Engineering 28 Log Analysis 26 Program Proof 26 Automated Machine Learning 25 AI-Generated Code Detection 25 Compiler Optimization 24 Code RAG 23 Code Refactoring and Migration 23 Binary Analysis and Decompilation 23 4.2 Benchmarks 20 Efficiency 20 3.2 Code Simulation 18 Software Configuration 17 Code Ranking 16 Code QA & Reasoning 16 Robustness 15 Oracle Generation 15 2.2 Existing LLM Adapted to Code 14 Hallucination 13 Fuzz Testing 12 Interpretability 12 Software Modeling 10 API Usage 10 Privacy 9 Commit Message Generation 8 Mutation Testing 7 Bias 7 8.1 Pretraining 6 Type Prediction 4 6.2 Benchmarks 4 Contamination 3

llm 2 customizable 1 multi-model-support 1 multi-task-fine-tuning 1 multi-task-learning 1 user-friendly 1 agent 1 ekg 1 kg 1 memory-management 1 multi-agent 1 rag 1 tool-learning 1 ai 1 awesome 1 education 1 nlp 1 papers 1