https://github.com/paulhendricks/kaggle-the-allen-ai-science-challenge

Kaggle: The Allen AI Science Challenge
https://github.com/paulhendricks/kaggle-the-allen-ai-science-challenge

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Kaggle: The Allen AI Science Challenge

• Host: GitHub
• URL: https://github.com/paulhendricks/kaggle-the-allen-ai-science-challenge
• Owner: paulhendricks
• Created: 2015-11-13T18:46:20.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2015-11-15T07:30:54.000Z (almost 9 years ago)
• Last Synced: 2023-03-01T08:07:04.935Z (over 1 year ago)
• Language: Python
• Size: 0 Bytes
• Stars: 1
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Kaggle: The Allen AI Science Challenge

Is your model smarter than an 8th grader?

The Allen Institute for Artificial Intelligence (AI2) is working to improve humanity through fundamental advances in artificial intelligence. One critical but challenging problem in AI is to demonstrate the ability to consistently understand and correctly answer general questions about the world. 

The Aristo project at AI2 is focused on building such a system. One way Aristo "learns" is by extracting facts from various sources and processing them into a structured knowledge base. When taking an exam, questions are parsed and processed along with any accompanying diagrams to determine a strategy for answering. Aristo then uses entailment, statistical analysis, and inference methods to select a final answer.

While Aristo's abilities have improved significantly in the last two years, it still doesn't have perfect, reliable methods of gathering knowledge, understanding questions, or reasoning through answers.

Using a dataset of multiple choice question and answers from a standardized 8th grade science exam, AI2 is challenging you to create a model that gets to the head of the class.

* Started: 4:13 pm, Wednesday 7 October 2015 UTC

* Ends: 11:59 pm, Saturday 13 February 2016 UTC (129 total days)

* Points: this competition awards standard ranking points

* Tiers: this competition counts towards tiers