Patrick Ng
Scholar

Patrick Ng

Google Scholar ID: K69RKB8AAAAJ
Senior Applied Scientist at Amazon AI Labs
Language ModelingNatural Language ProcessingMachine LearningSemantic ParsingArtificial Intelligence
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,855
 
H-index
16
 
i10-index
20
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗LinkedInOpen ↗
Publications
4 items
From Sight to Insight: Improving Visual Reasoning Capabilities of Multimodal Models via Reinforcement Learning
arXiv.org · 2026
Cited
0
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
2025
Cited
0
CoddLLM: Empowering Large Language Models for Data Analytics
2025
Cited
0
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models
2025
Cited
0
Resume
Academic Achievements
  • Publications can be found on his Google Scholar page, as well as on Amazon Science and the ACL Anthology.
Research Experience
  • Tri-Institutional Fellow in Computational Biology and Medicine, currently a Senior Applied Scientist at Amazon AI Labs.
Education
  • Ph.D. in Computer Science, Cornell University
Background
  • Currently a Senior Applied Scientist at Amazon AI Labs. Areas of interest include semantic parsing, large language models, generative models, multimodal models, NLP, and machine learning.
Miscellany
  • Math genealogy includes Hilbert, Lipschitz, Gauss, Dirichlet, Fourier, Poisson, Lagrange, Laplace, Euler, Bernoulli, and Leibniz.