· Proj CDeepFuzz Paper Reading: Large Language Models are Zero-Shot Fuzzers:Fuzzing Deep-Learning Libraries via Large Language Models · Proj CDeepFuzz Paper Reading: Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT · 大模型评测-微软亚洲研究院:A Surv...
Software Testing with Large Language Model: Survey, Landscape, and VisionPre-trained large language models (LLMs) have recently emerged as a breakthrough technology in natural language processing and artificial intelligence, with the ability... J Wang,Y Huang,C Chen,... - 《Arxiv》 被引量: ...
Liu Z, Chen C, Wang J, Chen M, Wu B, Che X, Wang D, Wang Q (2023f) Testing the limits: Unusual text inputs generation for mobile app crash detection with large language model. arXiv:2310.15657 Liu Y, Han T, Ma S, Zhang J, Yang Y, Tian J, He H, Li A, He M, Liu Z,...
This paper provides a survey of the emerging area of Large Language Models (LLMs) for Software Engineering (SE). It also sets out open research challenges for the application of LLMs to technical problems faced by software engineers. LLMs' emergent properties bring novelty and creativity with ...
and art designers. When presented with a task, the diverse agents at ChatDev collaborate to develop a required software, including an executable system, environmental guidelines, and user manuals. This paradigm revolves around leveraging large language models as the core thinking component, enabling th...
BehaviorFlow is a behavioral analysis package that overcomes challenges with multiple testing when dealing with large numbers of behavioral variables and limited availability of data. BehaviorFlow also allows combining datasets from different experiments. ...
Complexity is the root cause of the vast majority of problems with software today. Unreliability, late delivery, lack of security — often even poor performance in large-scale systems can all be seen as deriving ultimately from unmanageable complexity. Quoting Djikstra: "testing is hopelessly inadequ...
Repository for the paper "Large Language Model-Based Agents for Software Engineering: A Survey". Keep updating. 381 25 0 0 Updated Nov 26, 2024 ClassEval Public Benchmark ClassEval for class-level code generation. Python 136 MIT 13 3 0 Updated Oct 24, 2024 ChatTester Public 10 ...
Automation has come up as a proven solution for reducing manual efforts, but it still requires expert review for accuracy. With the addition of ChatGPT in the toolkit, testers can leverage the power of AI to accelerate software testing and reduce efforts. There are still a lot of improvement...
By Patrick Thibodeau, Editor at Large Definition 12 Jul 2024 test-driven development (TDD) Test-driven development (TDD), also called test-driven design, is a software programming method that interlaces unit testing, programming and refactoring on source code. Continue Reading By Rahul Awati ...