专题：Software Engineering Research

This cluster of papers focuses on empirical studies in software engineering, covering topics such as refactoring, code clone detection, software defect prediction, requirements traceability, static code attributes, machine learning, software maintenance, source code analysis, bug localization, and API usage patterns.
最新文献
Evaluating Software Verifiers for C, Java, and SV-LIB

book-chapter Full Text OpenAlex

Security and Quality in LLM-Generated Code: a Multi-Language, Multi-Model Analysis

article Full Text OpenAlex

Evaluating the Energy-Efficiency of the Code Generated by LLMs

article Full Text OpenAlex

Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

article Full Text OpenAlex

A Systematic Literature Review on Large Language Models for Automated Program Repair

article Full Text OpenAlex

Large language model (LLM) for software security: Code analysis, malware analysis, reverse engineering

article Full Text OpenAlex

AI Visibility: Shallow Pass Selection Hypothesis

article Full Text OpenAlex

Usage of LLM for Generation of UML Class Diagrams from UML Use-Case Diagrams

article Full Text OpenAlex

Automated Unit Test Generation via Chain-of-Thought Prompt and Reinforcement Learning from Coverage Feedback

article Full Text OpenAlex

NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations

article Full Text OpenAlex

近5年高被引文献
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

preprint Full Text OpenAlex 781 FWCI0

ProtGPT2 is a deep unsupervised language model for protein design

article Full Text OpenAlex 738 FWCI57.2885

Large Language Models for Software Engineering: A Systematic Literature Review

article Full Text OpenAlex 628 FWCI455.4125

Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models

article Full Text OpenAlex 536 FWCI73.3184

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation

article Full Text OpenAlex 535 FWCI251.6755

UniXcoder: Unified Cross-Modal Pre-training for Code Representation

article Full Text OpenAlex 531 FWCI73.2123

Augmenting large language models with chemistry tools

article Full Text OpenAlex 529 FWCI57.8423

Learning design to support student-AI collaboration: perspectives of leading teachers for AI in education

article Full Text OpenAlex 517 FWCI100.2648

A systematic evaluation of large language models of code

article Full Text OpenAlex 488 FWCI148.0311

Can Open Large Language Models Catch Vulnerabilities?

preprint Full Text OpenAlex 477 FWCI1329.5061