2 papers
cs.HC2026
Seeing Without Understanding: Large Language Model Evaluation of Mobile User Interface Quality, Failure Taxonomy, and Architectural Explanation
Md Rejaul Korim Sadi, Golam Mostofa Naeem, Toufiqur Rahman Tasin +4
Evaluating mobile user interface quality at scale remains a persistent challenge in software engineering and human-computer interaction. Rule-based heuristic methods offer structur…
cs.CL2026
From Architecture to Output: Structural Origins of Hallucination in Large Language Models and the Amplifying Role of Data
Md. Rejaul Korim Sadi, Toufiqur Rahman Tasin, Golam Mostofa Naeem
Large language models produce fluent, confident, factually wrong output. Existing taxonomies classify these failures by output type -- intrinsic versus extrinsic, faithfulness vers…