4 papers
Automated Code Review Using Large Language Models at Ericsson: An Experience Report
Shweta Ramesh, Joy Bose, Hamender Singh +5
Code review is one of the primary means of assuring the quality of released software along with testing and static analysis. However, code review requires experienced developers wh…
Test code generation at Ericsson using Program Analysis Augmented Fine Tuned LLMs
Sai Krishna, Balvinder Singh, Sujoy Roychowdhury +7
We describe test code generation using Large Language Models (LLMs) in Ericsson. Our input is a test step in natural language (English) and our output is code (Java) which accompli…
Static Program Analysis Guided LLM Based Unit Test Generation
Sujoy Roychowdhury, Giriprasad Sridhara, A K Raghavan +5
We describe a novel approach to automating unit test generation for Java methods using large language models (LLMs). Existing LLM-based approaches rely on sample usage(s) of the me…
Icing on the Cake: Automatic Code Summarization at Ericsson
Giriprasad Sridhara, Sujoy Roychowdhury, Sumit Soman +2
This paper presents our findings on the automatic summarization of Java methods within Ericsson, a global telecommunications company. We evaluate the performance of an approach cal…