Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!
@inproceedings{Clark2015ElementarySS, title={Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!}, author={Peter Clark}, booktitle={AAAI}, year={2015} }
While there has been an explosion of impressive, data-driven AI applications in recent years, machines still largely lack a deeper understanding of the world to answer questions that go beyond information explicitly stated in text, and to explain and discuss those answers. To reach this next generation of AI applications, it is imperative to make faster progress in areas of knowledge, modeling, reasoning, and language. Standardized tests have often been proposed as a driver for such progress… CONTINUE READING
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References
SHOWING 1-10 OF 12 REFERENCES
The Limitations of Standardized Science Tests as Benchmarks for Artificial Intelligence Research: Position Paper
- Computer Science
- ArXiv
- 2014
- 5
- PDF
MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text
- Computer Science
- EMNLP
- 2013
- 482
- PDF
A study of the knowledge base requirements for passing an elementary science test
- Computer Science
- AKBC '13
- 2013
- 39
- PDF
Overview of Todai Robot Project and Evaluation Framework of its NLP-based Problem Solving
- Computer Science
- LREC
- 2014
- 31
- PDF
Etzioni, O. Diagram Understanding in Geometry Questions. AAAI
- Etzioni, O. Diagram Understanding in Geometry Questions. AAAI
- 2014
The Grade 4 Elementary-Level Science Test
- The Grade 4 Elementary-Level Science Test
- 2014
The Limitations of Standardized Science Tests as Benchmarks for AI Research
- The Limitations of Standardized Science Tests as Benchmarks for AI Research
- 2014