3 papers
cs.CL2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums
Nadia Saeed
The PerAnsSumm 2025 challenge focuses on perspective-aware healthcare answer summarization (Agarwal et al., 2025). This work proposes a few-shot learning framework using a Snorkel-…
cs.CL2024
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning
Nadia Saeed
The MEDIQA-M3G 2024 challenge necessitates novel solutions for Multilingual & Multimodal Medical Answer Generation in dermatology (wai Yim et al., 2024a). This paper addresses the…
cs.CL2024
MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch
Nadia Saeed
Accurate representation of medical information is crucial for patient safety, yet artificial intelligence (AI) systems, such as Large Language Models (LLMs), encounter challenges i…