publication . Conference object . 2020

WinoReg: A New Faster and More Accurate Metric of Hardness for Winograd Schemas

Nicos Isaak; Loizos Michael;
Open Access
  • Published: 27 Apr 2020
  • Publisher: EasyChair
Abstract
The Winograd Schema Challenge (WSC), the task of resolving pronouns in certain carefully-structured sentences, has received considerable interest in the past few years as an alternative to the Turing Test. In our recent work we demonstrated the plausibility of using commonsense knowledge, automatically acquired from raw text in English Wikipedia, towards computing a metric of hardness for a limited number of Winograd Schemas. In this work we present WinoReg, a new system to compute hardness of Winograd Schemas, by training a Random Forest classier over a rich set of features identied in relevant WSC works in the literature. Our empirical study shows that this ne...
Persistent Identifiers
Subjects
free text keywords: Computer science, Theoretical computer science, Schema (psychology)
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 | SGA-CSA
,
EC| WeNet
Project
WeNet
WeNet - The Internet of US
  • Funder: European Commission (EC)
  • Project Code: 823783
  • Funding stream: H2020 | RIA
Communities
FET H2020FET PROACT: FET Proactive: emerging paradigms and communities
FET H2020FET PROACT: WeNet - The Internet of US
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