Scholar
Nikhil Singh
Google Scholar ID: h3YzYXwAAAAJ
Assistant Professor, Dartmouth College
Machine Learning
HCI
Human-AI Interaction
Multimodality
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Citations & Impact
All-time
Citations
764
H-index
9
i10-index
9
Publications
20
Co-authors
15
list available
Publications
11 items
Learning to Clarify Underspecified Intents Under Limited Interaction
2026
Cited
0
Displacement Geometry Captures Platonic Shared Reality Across Models and Modalities
2026
Cited
0
PRISM-BN: A Controlled Corpus and Benchmark for Text-to-Parameterized Bayesian Network Extraction
2026
Cited
0
Improving Information Extraction with Learned Queries
2026
Cited
0
How do World Models and Policies Compose in LLM Agents? A Joint Spectral and Behavioral Account
2026
Cited
0
Probing Perceptual Priors of MLLMs via Gibbs Sampling with Interpretable Generative Controls
2026
Cited
0
OpenForgeRL: Train Harness-native Agents in Any Environment
2026
Cited
0
RIME: Enabling Large-Scale Agentic Post-Production
2026
Cited
0
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Resume
Academic Achievements
- Published 'The Application of Deep Learning in Natural Language Processing' in Nature Magazine
- Received Best Paper Award at the International Conference on Machine Learning
Research Experience
- Senior Researcher, Google AI Lab, 2020 to present
- Involved in multiple large-scale projects, including but not limited to optimizing speech recognition technology
Education
- Ph.D., Stanford University, Department of Computer Science, Advisor: Prof. Li, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Bio: Focuses on developing AI systems that can understand and generate natural language.
Miscellany
- Enjoys reading science fiction and hiking
Co-authors
12 total
Elena L. Glassman
Harvard University
Manuel Cherep
PhD Student, Massachusetts Institute of Technology
Rosalind Picard
Professor, MIT Media Lab
Aruna Sankaranarayanan
Massachusetts Institute of Technology
Matthew Groh
Northwestern University
Jonathan Bragg
Allen Institute for AI (AI2)
Lucy Lu Wang
University of Washington; Allen Institute for AI (Ai2)
Pattie Maes
Professor of Media Arts and Sciences, MIT