Deepak Nathani
Scholar

Deepak Nathani

Google Scholar ID: HZSadHkAAAAJ
Ph.D. Student, University of California - Santa Barbara
NLPControllable Text GenerationConversational Agents
Citations & Impact
All-time
Citations
1,452
 
H-index
9
 
i10-index
8
 
Publications
13
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • Paper 'MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models' accepted at EMNLP 2023.
  • Developed MLGym during Meta internship; presented at COLM 2025 and MLCommons ARES Summit 2025.
  • Paper 'Few-Shot Learning on Graphs via Super-Classes Based on Graph Spectral Measures' accepted at ICLR 2020.
  • Paper 'A Persistent Homology Perspective to the Link Prediction Problem' accepted at Complex Networks 2019.
  • Healthcare-related work published in PLOS Digital Health 2024, IEEE CAI 2024, and UMAP 2022.
  • Controllable text generation research published at ACL 2022.
  • Graph learning contributions published at ACL 2019 and ICML 2018.