Dheeraj Mekala
Scholar

Dheeraj Mekala

Google Scholar ID: QdE5rgkAAAAJ
University of California, San Diego
Natural Language ProcessingData MiningMachine Learning
Citations & Impact
All-time
Citations
600
 
H-index
12
 
i10-index
12
 
Publications
20
 
Co-authors
25
list available
Resume (English only)
Academic Achievements
  • Published multiple papers, including 'TOOLVERIFIER: Generalization to New Tools via Self-Verification' and 'Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models'.
Research Experience
  • Currently interning at FAIR London, Meta AI, working with Dr. Jane Yu and Dr. Jason Weston on improving the tool use capability of large language models. Previously interned at Microsoft Semantic Machines (2022) and Amazon Science (2021).
Education
  • Ph.D. in Computer Science, expected 2025, University of California, San Diego; MS in Computer Science, 2021, University of California, San Diego; B.Tech. in Computer Science, 2017, Indian Institute of Technology, Kanpur.
Background
  • Ph.D. Candidate in Computer Science, with research interests including data understanding and the development of data-driven approaches to enhance NLP pipelines, particularly focusing on reducing annotation and training costs. He is also very enthusiastic about designing goal-driven language assistants.
Miscellany
  • Enjoys playing Ukulele, playing Football (soccer), and occasionally writes. Check out his blog!