Search Results for author: Loizos Michael

Found 9 papers, 0 papers with code

Experience and Prediction: A Metric of Hardness for a Novel Litmus Test

no code implementations5 Sep 2023 Nicos Isaak, Loizos Michael

In this regard, the development of new techniques has made possible the usage of Winograd schemas in various fields, such as the design of novel forms of CAPTCHAs.

Computational Argumentation and Cognition

no code implementations12 Nov 2021 Emmanuelle Dietz, Antonis Kakas, Loizos Michael

This paper examines the interdisciplinary research question of how to integrate Computational Argumentation, as studied in AI, with Cognition, as can be found in Cognitive Science, Linguistics, and Philosophy.

Philosophy

Explainability and the Fourth AI Revolution

no code implementations12 Nov 2021 Loizos Michael

This chapter discusses AI from the prism of an automated process for the organization of data, and exemplifies the role that explainability has to play in moving from the current generation of AI systems to the next one, where the role of humans is lifted from that of data annotators working for the AI systems to that of collaborators working with the AI systems.

Abduction and Argumentation for Explainable Machine Learning: A Position Survey

no code implementations24 Oct 2020 Antonis Kakas, Loizos Michael

This paper presents Abduction and Argumentation as two principled forms for reasoning, and fleshes out the fundamental role that they can play within Machine Learning.

BIG-bench Machine Learning Position

Neural-Symbolic Integration: A Compositional Perspective

no code implementations22 Oct 2020 Efthymia Tsamoura, Loizos Michael

Despite significant progress in the development of neural-symbolic frameworks, the question of how to integrate a neural and a symbolic system in a \emph{compositional} manner remains open.

Contestable Black Boxes

no code implementations9 Jun 2020 Andrea Aler Tubella, Andreas Theodorou, Virginia Dignum, Loizos Michael

The right to contest a decision with consequences on individuals or the society is a well-established democratic right.

Decision Making

Web-STAR: A Visual Web-Based IDE for a Story Comprehension System

no code implementations28 Jul 2018 Christos Rodosthenous, Loizos Michael

We present Web-STAR, an online platform for story understanding built on top of the STAR reasoning engine for STory comprehension through ARgumentation.

Web-STAR: Towards a Visual Web-Based IDE for a Story Comprehension System

no code implementations20 Jun 2017 Christos Rodosthenous, Loizos Michael

In this work, we present Web-STAR, an online platform for story understanding built on top of the STAR (STory comprehension through ARgumentation) reasoning engine.

Non-Monotonic Reasoning and Story Comprehension

no code implementations14 Jul 2014 Irene-Anna Diakidoy, Antonis Kakas, Loizos Michael, Rob Miller

This paper develops a Reasoning about Actions and Change framework integrated with Default Reasoning, suitable as a Knowledge Representation and Reasoning framework for Story Comprehension.

Common Sense Reasoning Reading Comprehension +1

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