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About Allen Institute for AI
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Recent Videos from Allen Institute for AI
Applied AI in High-Expertise Settings, or Curation as Programming
The success of large AI models in challenging (yet conceptually simple) perception and comprehension tasks (e.g., generating images from a text description) is motivating new applications of these methods in areas previously considered to require human expertise. For example, deep learning has show… Why Natural Language is the Right Vehicle for Complex Reasoning
Abstract:
Despite their widespread success, end-to-end transformer models consistently fall short in settings involving complex reasoning. Transformers trained on question answering (QA) tasks that seemingly require multiple steps of reasoning often achieve high performance by taking "reasoning sho… The Future is Hear: Advances in Computational Audition and Sound Manipulation
Abstract:
Computer Audition is the sonic analog to Computer Vision and encompasses much more than just speech to text. Northwestern University’s Interactive Audio Lab (IAL), headed by Prof. Bryan Pardo, is a world leader in Computer Audition. IAL develops new techniques and technologies for identi…
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