Open Information Extraction: The Second Generation

@inproceedings{Etzioni2011OpenIE,
  title={Open Information Extraction: The Second Generation},
  author={Oren Etzioni and Anthony Fader and Janara Christensen and Stephen Soderland and Mausam},
  booktitle={IJCAI},
  year={2011}
}
How do we scale information extraction to the massive size and unprecedented heterogeneity of the Web corpus? Beginning in 2003, our KnowItAll project has sought to extract high-quality knowledge from the Web. In 2007, we introduced the Open Information Extraction (Open IE) paradigm which eschews handlabeled training examples, and avoids domainspecific verbs and nouns, to develop unlexicalized, domain-independent extractors that scale to the Web corpus. Open IE systems have extracted billions… CONTINUE READING
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References

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Janara Christensen, Mausam, Stephen Soderland, Oren Etzioni
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Janara Christensen, Mausam, Stephen Soderland, Oren Etzioni
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