Young Investigator
Confirmed live in the last 24 hours
The Allen Institute for AI

51-200 employees

Artificial intelligence research institute
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Mergers & Acquisitions (M&A)
CategoriesNew
Finance & Banking
Requirements
  • Duration: 1-3 years
  • Start date: Flexible
  • Candidates: Are within one year of completing their PhD, or already have a PhD
  • The Allen AI Young Investigator is a postdoctoral program offering unique benefits. The program will enable you to balance working collaboratively on an AI2 project while pursuing an independent research agenda
  • Are within one year of completing their PhD, or already have a PhD
  • The Allen AI Young Investigator is a postdoctoral program offering unique benefits. The program will enable you to balance working collaboratively on an AI2 project while pursuing an independent research agenda
Responsibilities
  • How should we model commonsense reasoning capabilities?
  • How should we represent commonsense in our AI models?
  • How should we reason across modalities -- e.g. images and text?
  • How should we collect and organize commonsense knowledge?
  • How should we benchmark commonsense reasoning capabilities of AI?
  • How should we reason through generation?
  • How should we identify and mitigate biases in our datasets?
  • How should we <your ideas here>?
  • Dedicated AI2 mentor: Mentorship in research, grant writing, and more
  • 50% collaborative work on an AI2 project
  • 50% work on your own projects
  • Commonsense Reasoning:
  • Modeling: How should we build models that demonstrate commonsense reasoning?
  • Multimodality: How should we build models that can reason from information obtained from different modalities -- e.g. images and text?
  • Generation
  • Commonsense Evaluation:
  • Benchmarking: How should we evaluate commonsense reasoning of AI?
  • Commonsense Knowledge Acquisition:
  • Crowdsourcing
  • Mining implicit commonsense from large text / image corpora