2012 TheWinogradSchemaChallenge

(Levesque et al., 2012) ⇒ Hector J. Levesque, Ernest Davis, and Leora Morgenstern. (2012). “The Winograd Schema Challenge.” In: Proceedings of the Thirteenth International Conference on Principles of Knowledge Representation and Reasoning (KR-12).

Subject Headings: Winograd Schema Challenge; Natural Language Understanding.

Notes

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Cited By

Google Scholar: ~ 378 Citations, Retrieved:2020-06-21.
Semantic Scholar ~ 326 Citations, Retrieved:2020-06-21.
MS Academic ~ 348 Citations, Retrieved:2020-06-21.

Quotes

Author Keywords

Turing test; natural language understanding; referential ambiguity.

Abstract

In this paper, we present an alternative to the Turing Test that has some conceptual and practical advantages. A Winograd schema is a pair of sentences that differ only in one or two words and that contain a referential ambiguity that is resolved in opposite directions in the two sentences. We have compiled a collection of Winograd schemas, designed so that the correct answer is obvious to the human reader, but cannot easily be found using selectional restrictions or statistical techniques over text corpora. A contestant in the Winograd Schema Challenge is presented with a collection of one sentence from each pair, and required to achieve human-level accuracy in choosing the correct disambiguation.

References

BibTeX

@inproceedings{2012_TheWinogradSchemaChallenge,
  author    = {Hector J. Levesque and
               Ernest Davis and
               Leora Morgenstern},
  editor    = {Gerhard Brewka and
               Thomas Eiter and
               Sheila A. McIlraith},
  title     = {The Winograd Schema Challenge},
  booktitle = {Proceedings of the Thirteenth International Conference on Principles of Knowledge
               Representation and Reasoning (KR-12)},
  address   = {Rome},
  month     = {June},
  publisher = {AAAI Press},
  year      = {2012},
  url       = {http://www.aaai.org/ocs/index.php/KR/KR12/paper/view/4492},
}

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2012 TheWinogradSchemaChallenge	Hector J. Levesque Ernest Davis Leora Morgenstern			The Winograd Schema Challenge						2012