2 papers
cs.SE2026
Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models
Dibyendu Brinto Bose, Jiawei Qin, Chris Brown
Metamorphic Testing (MT) provides a promising approach for testing software without defined test oracles by specifying expected relations between inputs and outputs, instead of rel…
cs.AI2026
Beyond Scores: Diagnostic LLM Evaluation via Fine-Grained Abilities
Xu Zhang, Xudong Gong, Jiacheng Qin +5
Current evaluations of large language models aggregate performance across diverse tasks into single scores. This obscures fine-grained ability variation, limiting targeted model im…