Interactive Natural Language Technology for Explainable Artificial Intelligence

Jose M. Alonso, Senén Barro, Alberto Bugarín, Kees van Deemter, Claire Gardent, Albert Gatt, Ehud Reiter, Carles Sierra, Mariët Theune, Nava Tintarev, Hitoshi Yano, Katarzyna Budzynska

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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.

Original languageEnglish
Title of host publicationTrustworthy AI – Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Revised Selected Papers
EditorsFredrik Heintz, Michela Milano, Barry O’Sullivan
Place of PublicationCham
PublisherSpringer
Pages63-70
Number of pages8
ISBN (Electronic)978-3-030-73959-1
ISBN (Print)978-3-030-73958-4
DOIs
Publication statusPublished - 2021
Event1st International Workshop on Trustworthy AI – Integrating Learning, Optimization and Reasoning, TAILOR 2020 held as a part of European Conference on Artificial Intelligence, ECAI 2020 - Virtual, Online
Duration: 4 Sep 20205 Sep 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12641
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st International Workshop on Trustworthy AI – Integrating Learning, Optimization and Reasoning, TAILOR 2020 held as a part of European Conference on Artificial Intelligence, ECAI 2020
CityVirtual, Online
Period4/09/205/09/20

Keywords

  • Argumentative conversational agents
  • Explainable Artificial Intelligence
  • Human-centered modeling
  • Human-machine persuasive interaction
  • Multi-modal explanations
  • Trustworthiness

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