2 papers
cs.CV2026
WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification
Isabel Rio-Torto, Jaime S. Cardoso, LuÃs F. Teixeira
Natural language explanations provide an inherently human-understandable way to explain black-box models, closely reflecting how radiologists convey their diagnoses in textual repo…
cs.IR2025
Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
Catarina Pires, Sérgio Nunes, LuÃs Filipe Teixeira
Evaluating Information Retrieval (IR) systems relies on high-quality manual relevance judgments (qrels), which are costly and time-consuming to obtain. While pooling reduces the an…