Amanpreet Singh
Scholar

Amanpreet Singh

Google Scholar ID: rk0hg3YAAAAJ
Researcher, Allen Institute for AI
NLProcMLDeep LearningAIData mining
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
432
 
H-index
7
 
i10-index
7
 
Publications
13
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
5 items
DRACULA: Hunting for the Actions Users Want Deep Research Agents to Execute
2026
Cited
0
Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
2026
Cited
0
Deep Research, Shallow Evaluation: A Case Study in Meta-Evaluation for Long-Form QA Benchmarks
2026
Cited
0
Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset
2026
Cited
0
PreScience: A Benchmark for Forecasting Scientific Contributions
2026
Cited
0
Resume
Academic Achievements
  • Open source projects include:
  • - Open4Business: A summarization dataset consisting of over 17k open access business journal articles.
  • - HandleBarsEmailTemplate: A wrapper created on top of the existing Handlebars.java framework to create reactive email templates consisting of html and css.
  • - FantasyCorrelation: A Python project.
  • - RelationExtraction: A Python project.
  • - ToxicityDetectionWikipediaComments: A Jupyter Notebook project for detecting toxicity in Wikipedia comments.
  • - Spring-Demo: A Java project.
Research Experience
  • Researcher at AllenAI.
Background
  • Research interests include Machine Learning, Deep Learning, and Natural Language Processing. Has 4+ years of professional SDE experience.
Miscellany
  • Based in Seattle, WA.