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Author

Shania Priccilia

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Conference Aug 2026

Bias Evaluation Framework in AI-Powered Resume Classification Using DistilBERT with SHAP Explainability and Automated Fairness Flagging

This paper proposes a multi-layer bias audit framework for AI-powered resume screening combining DistilBERT classification, SHAP explainability, automated fairness flagging, and locally-deployed LLaMA 2 interpretation. The framework achieved 74.8% of accuracy, 76.6% of precision, 74.8% of recall, and 74.7% of F1-Score...

Jotika Aleeshya Halim, Michella Arlene Wijaya Radika, Diana et al. · 0 citations
Conference Aug 2026

Semantic Tree: Leveraging Semantic UI Representation for Test Case Generation

Software testing is a crucial process in software development. Despite its importance, the software testing process is often time-consuming and inconsistent when performed manually. With the rapid development of Large Language Models (LLMs), software testing processes such as generating test cases have utilized LLMs. N...

Shania Priccilia, Haryono Soeparno, F. L. Gaol et al. · 0 citations

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