A Case Study on Test Case Construction with Large Language Models: Unveiling Practical Insights and Challenges.
Roberto Francisco de Lima JuniorLuiz Fernando Paes de Barros PrestaLucca Santos BorboremaVanderson Nogueira da SilvaMarcio Leal de Melo DahiaAnderson Carlos Sousa e SantosPublished in: CoRR (2023)
Keyphrases
- language model
- test cases
- language modeling
- regression testing
- test case selection
- software testing
- document retrieval
- n gram
- test data
- test suite
- query expansion
- information retrieval
- retrieval model
- test set
- test case generation
- language modelling
- probabilistic model
- speech recognition
- statistical language models
- test suite reduction
- test data generation
- ad hoc information retrieval
- test collection
- testing process
- vector space model
- query terms
- relevance model
- number of test cases
- smoothing methods
- set of test cases
- context sensitive
- case study
- object oriented
- language models for information retrieval
- language model for information retrieval
- document ranking
- pseudo relevance feedback
- error rate
- statistical language modeling
- databases