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Authors: Nicos Isaak 1 ; 2

Affiliations: 1 Computational Cognition Lab, Cyprus ; 2 Open University of Cyprus, Cyprus

Keyword(s): Winograd Schema Challenge, WSC Framework, Knowledge Representation and Reasoning.

Abstract: In the past few years, the Winograd Schema Challenge (WSC), the task of resolving ambiguities in carefully- structured sentences, has received considerable interest. According to Levesque, what matters when it comes to the WSC is not a good semblance of intelligent behavior but the behavior itself. In this regard, the WSC has been proposed to understand human behavior as a challenge that could lead to the endowment of machines with commonsense reasoning abilities. Here, we argue that most systems developed so far have typically been designed and evaluated without considering the challenge’s purpose, emphasizing the semblance of intelligence rather than understanding human behavior itself. At the same time, we present an overview of systems developed so far along with a novel developmental-evaluation framework (WSC-Framework 01). The WSC-Framework offers guidelines on what we might need to do to move the field towards the endowment of machines with commonsense reasoning to tackle Wino grad schemas the way humans do. (More)

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Paper citation in several formats:
Isaak, N. (2022). The Winograd Schema Challenge: Are You Sure That We Are on the Right Track?. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-547-0; ISSN 2184-433X, SciTePress, pages 881-888. DOI: 10.5220/0010923200003116

@conference{icaart22,
author={Nicos Isaak.},
title={The Winograd Schema Challenge: Are You Sure That We Are on the Right Track?},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2022},
pages={881-888},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010923200003116},
isbn={978-989-758-547-0},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - The Winograd Schema Challenge: Are You Sure That We Are on the Right Track?
SN - 978-989-758-547-0
IS - 2184-433X
AU - Isaak, N.
PY - 2022
SP - 881
EP - 888
DO - 10.5220/0010923200003116
PB - SciTePress

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