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> ML_LITERATURE // CLARK-2018-THINK-YOU-HAVE-SOLVED-QUESTION-ANSWERING-ARC_v1.0

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord · arXiv preprint (2018)

benchmark2018foundationalartifactsAvailable

Principal Contribution

Created the ARC Challenge set: 7,787 grade-school science multiple-choice questions partitioned into Easy and Challenge sets requiring complex commonsense reasoning.

Operational Relevance

Serves as qualified theoretical and empirical reference for task-question-answering.

Assumptions

  • Mathematical convexity, regularity, and empirical consistency hold across problem configurations

Limitations

  • Theoretical bounds and benchmark saturation characteristics vary across model architectures and training scales

Connected Algorithms, Architectures & Tools

Related Algorithms:
Related Architectures:
Implementing Libraries: