Interactive Natural Language Technology for Explainable Artificial Intelligence

José Maria Alonso, Senén Barro, Alberto Bugarin, Kees van Deemter, Claire Gardent, Albert Gatt, Ehud Reiter, Carles Sierra, Mariët Theune, Nava Tintarev, Hitoshi Yano, Katarzyna Budzynska

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

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Abstract

We have defined an interdisciplinary program for training a new generation of researchers who will be ready to leverage the use of artificial intelligence (ai)-based models and techniques even by non-expert users. The final goal is to make ai self-explaining and thus contribute to translating knowledge into products and services for economic and social benefit, with the support of explainable ai systems. Moreover, our focus is on the automatic generation of interactive explanations in natural language, the preferred modality among humans, with visualization as a complementary modality.keywordsexplainable artificial intelligencetrustworthinessmulti-modal explanationsargumentative conversational agentshuman-centered modelinghuman-machine persuasive interaction.
Original languageEnglish
Title of host publicationTrustworthy AI - Integrating Learning, Optimization and Reasoning
Subtitle of host publicationTAILOR 2020
EditorsFredrik Heintz, Michela Milano, Barry O'Sullivan
PublisherSpringer, Cham
Pages63-70
Number of pages8
ISBN (Electronic)978-3-030-73959-1
ISBN (Print)978-3-030-73958-4
DOIs
Publication statusPublished - 2021
EventTAILOR: International Workshop on the Foundations of Trustworthy AI Integrating Learning, Optimization and Reasoning: First International Workshop, TAILOR 2020, Virtual Event - First International Workshop, TAILOR 2020, Virtual Event
Duration: 4 Sept 20205 Sept 2020

Publication series

SeriesLecture Notes in Computer Science
Volume12641
ISSN0302-9743

Conference

ConferenceTAILOR: International Workshop on the Foundations of Trustworthy AI Integrating Learning, Optimization and Reasoning
Abbreviated titleTAILOR 2020
Period4/09/205/09/20

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