2 papers
cs.SE2026
Empirical Analysis and Detection of Hallucinations in LLM-Generated Bug Report Summaries
Hinduja Nirujan, Shreyas Patil, Abdallah Ayoub +2
Large Language Models (LLMs) are increasingly used to generate summaries of software bug reports, including sections such as Steps-to-Reproduce (S2R), Actual Behavior (AB), and Exp…
cs.SE2026
Towards Energy-aware Requirements Dependency Classification: Knowledge-Graph vs. Vector-Retrieval Augmented Inference with SLMs
Shreyas Patil, Pragati Kumari, Novarun Deb +1
The continuous evolution of system specifications necessitates frequent evaluation of conflicting requirements, a process that is traditionally labour intensive. Although large lan…