3 papers
cs.CL2026
A Validation-Gated Mechanistic Account of Suicidality Detection in LLMs
Nafiz Ahmed, Sarah Sharif, Dingjing Shi +1
Large language models are increasingly proposed for mental-health applications such as detecting suicidal content, raising the question of what they rely on. We study this mechanis…
cs.CL2026
Improving Heart-Focused Medical Question Answering in LLMs via Variance-Aware Rubric Rewards with GRPO
Arash Ahmadi, Parisa Masnadi, Parisa Masnadi Khiabani +4
Large Language Models (LLMs) have shown strong promise in healthcare applications. Yet deploying general-purpose models in real-world settings remains difficult due to data privacy…
quant-ph2024
Strategic Data Re-Uploads: A Pathway to Improved Quantum Classification Data Re-Uploading Strategies for Improved Quantum Classifier Performance
S. Aminpour, Y. Banad, S. Sharif
Quantum machine learning (QML) is a promising field that explores the applications of quantum computing to machine learning tasks. A significant hurdle in the advancement of quantu…