Byron Wallace
Scholar

Byron Wallace

Google Scholar ID: KTzRHmwAAAAJ
Associate Professor, Northeastern University
natural language processingmachine learningmachine learning for healthmodel interpretability
Citations & Impact
All-time
Citations
15,723
 
H-index
54
 
i10-index
135
 
Publications
20
 
Co-authors
55
list available
Resume (English only)
Academic Achievements
  • Publications: Multiple papers published in top conferences such as NeurIPs, ACL, and EMNLP; Awards: Received a grant from Open Philanthropy for 'Mechanistic Interpretability for Healthcare' research; NeurIPs 2025 Spotlight award; ICLR 2024 Spotlight award; Projects: Collaborated with Brigham and Women's Hospital on a new R01 grant from NIH/NLM for neural summarization methods.
Research Experience
  • Work Experience: Professor at Khoury College of Computer Sciences, Northeastern University; Research Projects: Developing language technologies to automate or semi-automate biomedical evidence synthesis; Positions: Sy and Laurie Sternberg Interdisciplinary Associate Professor, Associate Dean for Research, and Director of the BS in Data Science program.
Education
  • Information Insufficient
Background
  • Research Interests: Natural Language Processing and Machine Learning, with an emphasis on applications in health. Professional Field: NLP/ML + Health. Brief Introduction: Currently the Sy and Laurie Sternberg Interdisciplinary Associate Professor at Northeastern University, also serving as the Associate Dean for Research and Director of the BS in Data Science program.
Miscellany
  • Personal Interests: Not explicitly mentioned