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A Data-Driven Metric of Hardness for WSC Sentences

Nicos Isaak; Loizos Michael;
Open Access English
  • Publisher: Easy Chair
Abstract
<p>The Winograd Schema Challenge (WSC) | the task of resolving pronouns in certain sentences where shallow parsing techniques seem not to be directly applicable | has been proposed as an alternative to the Turing Test. According to Levesque, having access to a large corpus of text would likely not help much in the WSC. Among a number of attempts to tackle this challenge, one particular approach has demonstrated the plausibility of using commonsense knowledge automatically acquired from raw text in English Wikipedia. Here, we present the results of a large-scale experiment that shows how the performance of that particular automated approach varies with the availa...
Funded by
EC| RISE
Project
RISE
Research Center on Interactive Media, Smart System and Emerging Technologies
  • Funder: European Commission (EC)
  • Project Code: 739578
  • Funding stream: H2020
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