Elliot Schumacher
Scholar

Elliot Schumacher

Google Scholar ID: yBYpMtAAAAAJ
Curai Health
Natural Language Processing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
234
 
H-index
7
 
i10-index
7
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗
Publications
1 items
Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease
2025
Cited
0
Resume
Academic Achievements
  • - Published multiple papers in the fields of Natural Language Processing, Information Extraction, and generating medically-accurate summaries of patient-provider dialogue
  • - Papers published in top conferences and journals such as NAACL, ACL, EMNLP, and JAMIA Open
Research Experience
  • - Machine Learning Researcher at Curai (Fall 2022)
  • - Applied Scientist Intern at Amazon Search, Subjective NLP group in Barcelona, Spain (Fall 2020)
  • - Worked on the DSCoVAR project, focusing on sentence difficulty prediction and other related topics
Education
  • - Ph.D. from Johns Hopkins University, Center for Language and Speech Processing, advisors: Mark Dredze, Jim Mayfield (Fall 2022)
  • - Master's degree from Carnegie Mellon University, School of Computer Science, Language Technologies Institute, worked on the DSCoVAR project, advisors: Maxine Eskenazi, Kevyn Collins-Thompson
  • - Bachelor's degree from Ohio State University, majors: Computer Science and Linguistics
Background
  • Machine Learning Researcher with interests in Natural Language Processing and Information Extraction.
Miscellany
  • CV available on personal website, contact via [first name] AT elliotschu.com