Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction. - Enshuo Hsu; Ioannis Malagaris; Yong-Fang Kuo; Rizwana Sultana; Kirk Roberts (CoRR, 2021)

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing. - Enshuo Hsu; Kirk Roberts (CoRR, 2024)

LLM-IE: A Python Package for Generative Information Extraction with Large Language Models. - Enshuo Hsu; Kirk Roberts (CoRR, 2024)

Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction. - Enshuo Hsu; Martin Ugbala; Krishna Kookal Kumar; Zouaidi Kawtar; Nicholas L. Rider; Muhammad F. Walji; Kirk Roberts (CoRR, 2025)