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PaperList

Large Language Models for Source Code

Evaluating Large Language Models Trained on Code
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Evaluations on HumanEval-X
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
StarCoder: may the source be with you!
PanGu-Coder: Program Synthesis with Function-Level Language Modeling
InCoder: A Generative Model for Code Infilling and Synthesis
CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Code Generation with Large Language Models

AceCoder: Utilizing Existing Code to Enhance Code Generation
Self-Edit: Fault-Aware Code Editor for Code Generation
Structured Chain-of-Thought Prompting for Code Generation
ToolCoder: Teach Code Generation Models to use APIs with search tools
Self-Collaboration Code Generation via ChatGPT
Self-Planning Code Generation with Large Language Model
CodeT: Code Generation with Generated Tests

Code Repair with Large Language Models

Automated Program Repair in the Era of Large Pre-trained Language Models
Automated Repair of Programs from Large Language Models

Code Summarization with Large Language Models

Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning

Unit Test Generation with Large Language Models

No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation