4 papers
LLM-Assisted Emergency Triage Benchmark: Bridging Hospital-Rich and MCI-Like Field Simulation
Joshua Sebastian, Karma Tobden, KMA Solaiman
Research on emergency and mass casualty incident (MCI) triage has been limited by the absence of openly usable, reproducible benchmarks. Yet these scenarios demand rapid identifica…
BoardVision: Deployment-ready and Robust Motherboard Defect Detection with YOLO+Faster-RCNN Ensemble
Brandon Hill, Kma Solaiman
Motherboard defect detection is critical for ensuring reliability in high-volume electronics manufacturing. While prior research in PCB inspection has largely targeted bare-board o…
BiasLab: Toward Explainable Political Bias Detection with Dual-Axis Annotations and Rationale Indicators
Kma Solaiman
We present BiasLab, a dataset of 300 political news articles annotated for perceived ideological bias. These articles were selected from a curated 900-document pool covering divers…
A Modular Unsupervised Framework for Attribute Recognition from Unstructured Text
KMA Solaiman
We propose POSID, a modular, lightweight and on-demand framework for extracting structured attribute-based properties from unstructured text without task-specific fine-tuning. Whil…