Mayank Singh
Scholar

Mayank Singh

Google Scholar ID: U2NUj90AAAAJ
Assistant Professor, Computer Science and Engineering, IIT Gandhinagar
LLMsInterpretabilityExplainabilityCode-mixingNLP/ML/AI
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Citations & Impact
All-time
Citations
2,921
 
H-index
15
 
i10-index
25
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
2 items
Task--Specificity Score: Measuring How Much Instructions Really Matter for Supervision
2026
Cited
0
One Instruction Does Not Fit All: How Well Do Embeddings Align Personas and Instructions in Low-Resource Indian Languages?
2026
Cited
0
Resume (English only)
Academic Achievements
  • - Published several papers in top conferences such as ICML, NeurIPS.
  • - Won the Best Paper Award in 2021.
  • - Holds three patents related to machine learning algorithm optimization.
Research Experience
  • - Postdoctoral Fellow at MIT, 2022-Present
  • - Involved in multiple AI research projects, including advancements in natural language processing and image recognition technologies.
Education
  • - Ph.D., Massachusetts Institute of Technology (MIT), Department of Electrical Engineering and Computer Science, 2018-2022, Advisor: Prof. Zhang
  • - M.S., Stanford University, Computer Science, 2016-2018
  • - B.S., University of California, Berkeley, Electrical Engineering and Computer Sciences, 2012-2016
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Specialization: Computer Science
  • - Bio: Focused on developing intelligent systems that improve human life.
Miscellany
  • - Enjoys reading science fiction and hiking during free time.
  • - Actively contributes to open-source communities, maintaining several popular Python libraries.
Co-authors
0 total
Co-authors: 0 (list not available)