Xiaoman Pan
Scholar

Xiaoman Pan

Google Scholar ID: tRPF03IAAAAJ
Amazon
Large Language ModelsMachine LearningNatural Language Processing
Citations & Impact
All-time
Citations
1,777
 
H-index
19
 
i10-index
29
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • Published multiple papers, including 'Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots' (On ArXiv, 2024), 'Abstraction-of-Thought Makes Language Models Better Reasoners' (On ArXiv, 2024), and more.
Research Experience
  • Currently a Senior Applied Scientist at Amazon.
Education
  • Ph.D. in Computer Science from the University of Illinois at Urbana-Champaign, supervised by Prof. Heng Ji.
Background
  • Research Interests: Machine learning, natural language processing, and large language models. Currently dedicated to developing next-generation foundational models to support Amazon Stores businesses.
Miscellany
  • Email: shyowmanpan [at] gmail [dot] com; Pronouns: He/him/his
Co-authors
0 total
Co-authors: 0 (list not available)