2010 TowardAnArchForNeverEndLangLearn

• (Carlson et al., 2010) ⇒ Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka, Tom M. Mitchell. (2010). “Toward an Architecture for Never-Ending Language Learning.” In: Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010).

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Cited By

~ 8 http://scholar.google.com/scholar?cites=8119118527105237709

Quotes

Abstract

• We consider here the problem of building a never-ending language learner; that is, an intelligent computer agent that runs forever and that each day must (1) extract, or read, information from the web to populate a growing structured knowledge base, and (2) learn to perform this task better than on the previous day. In particular, we propose an approach and a set of design principles for such an agent, describe a partial implementation of such a system that has already learned to extract a knowledge base containing over 242,000 beliefs with an estimated precision of 74% after running for 67 days, and discuss lessons learned from this preliminary attempt to build a never-ending learning agent.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 TowardAnArchForNeverEndLangLearn	Tom M. Mitchell Burr Settles Andrew Carlson Justin Betteridge Bryan Kisiel Estevam R. Hruschka			Toward an Architecture for Never-Ending Language Learning		AAAI 2010	http://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1879			2010