Marco AF Pimentel
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
EMNLP (2)
ACL (1)
MIDL (1)
Top co-authors
Keywords
semantic segmentation
(1)
vision transformer
(1)
domain adaptation
(1)
prompt engineering
(1)
medical image classification
(1)
instruction fine-tuning
(1)
bias analysis
(1)
healthcare application
(1)
vision foundation model
(1)
reference-free evaluation
(1)
medical domain
(1)
chest x-ray
(1)
radiology report generation
(1)
demographic bia
(1)
text-to-text generation
(1)
continuous pretraining
(1)
semantic fidelity
(1)
large language model
(1)
information fidelity
(1)
dataset transparency
(1)
Papers
Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation
ACL 2026
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency
EMNLP 2025
Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays
MIDL 2025
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
EMNLP 2024