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Meaning and Understanding in Human-centric AI

Livrables

Multilingual Grammar Architecture

Opensource software library for developing multilingual models of constructional language processing with predefined base models for English M12 French M24 Italian and Spanish M36 and German and Dutch M48

Publications

From Narrative Economics to Economists’ Narratives

Auteurs: Carlo Santagiustina
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Pragmatics of Narration with Language

Auteurs: Anna Morbiato
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Narratives in social neuroscience

Auteurs: Oscar Vilarroya
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Cognitive Foundations of Human-Centric AI

Auteurs: Steels, Luc
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol. 1, 2022, Page(s) 152, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Narrative Art Interpretation

Auteurs: Luc Steels
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Clinical Narratives for Causal Understanding in Medicine

Auteurs: Lise Stork, Ilaria Tiddi, Annette tenTeije
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

Narratives in Historical Sciences

Auteurs: Remi van Trijp, In`es Blin
Publié dans: Foundations for Meaning and Unserstanding in Human-centric AI, Numéro Vol.1, 2023, ISBN 979-12-810-8700-2
Éditeur: Venice International University

On Formalizing Narratives

Auteurs: Robert Porzel
Publié dans: Proceedings of the JOWO – Ontology Workshops, Numéro Vol 2969, 2021
Éditeur: CEUR Workshop Proceedings

Foundational Models for Manipulation Activity Parsing

Auteurs: Beßler, D., Porzel, R., Pomarlan, M., Beetz, M.
Publié dans: Springer Proceedings in Business and Economics, Numéro Jung, T., tom Dieck, M.C., Correia Loureiro, S.M. (eds) Extended Reality and Metaverse. XR 2022, 2023, Page(s) 115–121, ISBN 978-3-031-25389-8
Éditeur: Springer
DOI: 10.1007/978-3-031-25390-4_10

Hybrid Procedural Semantics for Visual Dialogue: An Interactive Web Demonstration

Auteurs: Lara Verheyen, Jérôme Botoko Ekila, Jens Nevens, Paul Van Eecke and Katrien Beuls
Publié dans: Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Numéro Vol-3322, 2022, Page(s) 48-52, ISSN 1613-0073
Éditeur: ceur-ws.org

Building a French Revolution Narrative from Wikidata

Auteurs: Inès Blin
Publié dans: Lise Stork, Katrien Beuls and Luc Steels (eds.) Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, July 24, 2022., Numéro IJCAI-ECAI 2022, Vienna, July 24, 2022, 2022, Page(s) Vol. 3322, pgs. 1-5, ISSN 1613-0073
Éditeur: ceur-ws.org

Talk to Me on My Level – Linguistic Alignment for Chatbots

Auteurs: Spillner, Laura and Wenig, Nina
Publié dans: Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction, 2021, Page(s) 1–12, ISBN 978-1-4503-8328-8
Éditeur: Association for Computing Machinery
DOI: 10.1145/3447526.3472050

Fluid Construction Grammar: State of the Art and Future Outlook

Auteurs: Katrien Beuls and Paul Van Eecke
Publié dans: Proceedings of the First International Workshop on Construction Grammars and NLP (CxGs+NLP, GURT/SyntaxFest 2023), 2023, Page(s) 41-50
Éditeur: Association for Computational Linguistics

Towards a Task-based Metric for Measuring Trust in Autonomous Robots for Everyday Activities.

Auteurs: Ringe, Rachel and Porzel, Robert
Publié dans: Proceedings of the CHI TRAIT Workshop on Trust and Reliance in AI-Assisted Tasks, Hamburg, Germany,, 2023
Éditeur: CHI TRAIT

Building Narrative Structures from Knowledge Graphs

Auteurs: Inès Blin
Publié dans: European Semantic Web Conference. Lecture Notes in Computer Science., Numéro vol 13384, 2022, Page(s) pp 234–251, ISBN 978-3-031-11609-4
Éditeur: Springer
DOI: 10.1007/978-3-031-11609-4_38

Neuro-Symbolic Procedural Semantics for Reasoning-Intensive Visual Dialogue Tasks

Auteurs: Lara Verheyen, Jérôme Botoko Ekila, Jens Nevens, Paul Van Eecke and Katrien Beuls
Publié dans: Frontiers in Artificial Intelligence and Applications, Volume 372: ECAI 2023, Numéro Vol. 372, 2023, Page(s) 2419 - 2426
Éditeur: IOS Press
DOI: 10.3233/faia230544

An Experiment in Measuring Understanding

Auteurs: Luc Steels, Lara Verheyen and Remi van Trijp
Publié dans: Lise Stork, Katrien Beuls and Luc Steels (eds.) Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, July 24, 2022., Numéro Vol. 3322, 2022, Page(s) 36-42, ISSN 1613-0073
Éditeur: ceur-ws.org

Using Referential Language Games for Task-oriented Ontology Alignment

Auteurs: Nikolaos Kondylidis
Publié dans: Lecture Notes in Computer Science, Springer, Cham., Numéro vol 13384, The Semantic Web: ESWC 2022 Satellite Events. ESWC 2022, 2022, ISBN 978-3-031-11608-7
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-11609-4_39

Dynamic Action Selection Using Image Schema-Based Reasoning for Robots

Auteurs: Robert Porzel, Rainer Malaka, Michael Beetz, Maria Hedblom, Mihai Pomarlan
Publié dans: Proceedings of the JOWO – Ontology Workshops, Numéro Vol 2969, 2021
Éditeur: CEUR Workshop Proceedings

Narrativizing Knowledge Graphs

Auteurs: Robert Porzel, Mihai Pomarlan, Laura Spillner, John Bateman, Thomas Mildner, Carlo Santagiustina
Publié dans: Joint Proceedings of the 3th International Workshop on Artificial Intelligence Technologies for Legal Documents (AI4LEGAL 2022) and the 1st International Workshop on Knowledge Graph Summarization (KGSum 2022) co-located with the 21st International Semantic Web Conference (ISWC 2022), 2022, Page(s) 100-111
Éditeur: CEUR Workshop Proceedings

Identifying Centres of Interest in Paintings Using Alignment and Edge Detection

Auteurs: Sinem Aslan, Luc Steels
Publié dans: Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante and Roberto Vezzani (eds.). Pattern Recognition. ICPR International Workshops and Challenges., 2021, Page(s) 589–603, ISBN 978-3-030-68796-0
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-68796-0_42

Filling Constructions: Applying Construction Grammar in the Kitchen

Auteurs: Vanja Sophie Cangalovic, Robert Porzel and John A Bateman
Publié dans: Proceedings of the 11th International Conference on Construction Grammar - ICCG11, 2021
Éditeur: muhai.org

The Candide Model: How Narratives Emerge Where Observations Meet Beliefs

Auteurs: Paul Van Eecke, Lara Verheyen, Tom Willaert, Katrien Beuls
Publié dans: ACL's 5th Workshop on Narrative Understanding, Numéro Proceedings of the ACL's 5th Workshop on Narrative Understanding, 2023, Page(s) 48-57
Éditeur: ACL Association for Computational Linguistics
DOI: 10.18653/v1/2023.wnu-1.7

We'll give you what you want: An Ontological Model of User Preferences

Auteurs: Mona Abdel-Keream, Daniel Beßler, Ayden Janssen, Sascha Jongebloed, Robin Nolte, Mihai Pomarlan and Robert Porzel
Publié dans: Proceedings of the Robontics Workshop at the IEEE RO-MAN Conference, 2023
Éditeur: IEEE RO-MAN

Towards an Ontology for Robot Introspection and Metacognition

Auteurs: Robin Nolte, Mihai Pomarlan, Daniel Beßler, Robert Porzel, Rainer Malaka and John Bateman
Publié dans: Proceedings of the 13th International Conference on Formal Ontology in Onformation Systems, 2023
Éditeur: FOIS

Language Acquisition through Intention Reading and Pattern Finding

Auteurs: Jens Nevens, Jonas Doumen, Paul Van Eecke and Katrien Beuls
Publié dans: Proceedings of the 29th International Conference on Computational Linguistics, 2022, Page(s) 15-25
Éditeur: International Committee on Computational Linguistics

Personal dynamic memories are necessary to deal with meaning and understanding in human-centric AI

Auteurs: Luc Steels
Publié dans: Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Numéro Vol. 2659, 2020, Page(s) 11-16
Éditeur: CEUR Workshop Proceedings

Explainable Drug Repurposing in Context via Deep Reinforcement Learning

Auteurs: Lise Stork, Ilaria tiddi, Annette ten Teije, René Spijker
Publié dans: Proceedings of the Extended Semantic Web conference, Numéro The Semantic Web. ESWC 2023. Lecture notes in computer science. Vol. 13870, 2023, ISBN 978-3-031-33454-2
Éditeur: Springer Cham
DOI: 10.1007/978-3-031-33455-9_1

Category Aware Explainable Conversational Recommendation

Auteurs: Nikolaos Kondylidis, Jie Zou and Evangelos Kanoulas
Publié dans: MICROS Workshop at ECIR 2021, 2021
Éditeur: arxiv.org
DOI: 10.48550/arxiv.2103.08733

Streamlining Formal Construction Grammar

Auteurs: Vanja Sophie Cangalovic, Robert Porzel and John A Bateman
Publié dans: Proceedings of the 11th International Conference on Construction Grammar - ICCG11, 2021
Éditeur: muhai.org

Establishing Shared Query Understanding in an Open Multi-Agent System

Auteurs: Nikolaos Kondylidis, Ilaria Tiddi, Annette ten Teije
Publié dans: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023, Page(s) 281-289, ISBN 978-1-4503-9432-1
Éditeur: AAMAS '23
DOI: 10.5555/3545946.3598649

Narrative Objects

Auteurs: Mihai Pomarlan, Robert Porzel
Publié dans: Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Numéro Vol-3322, 2022, Page(s) 6-10, ISSN 1613-0073
Éditeur: ceur-ws.org

Modelling Language Acquisition through Syntactico-Semantic Pattern Finding

Auteurs: Jonas Doumen, Katrien Beuls, Paul Van Eecke
Publié dans: Findings of the Association for Computational Linguistics: EACL 2023, 2023, Page(s) 1347–1357
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-eacl.99

Panta Rhei: Curiosity-Driven Exploration to Learn the Image-Schematic Affordances of Pouring Liquids.

Auteurs: Maria Hedblom, Mihai Pomarlan and Robert Porzel.
Publié dans: Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science., Numéro Vol 3105, 2021, Page(s) 106-117
Éditeur: CEUR Workshop Proceedings

Aqua Granda Una memoria collettiva digitale / Aqua Granda A digital community memory

Auteurs: Steels, Luc; Sartoris, Costanza
Publié dans: Numéro 1, 2021
Éditeur: Science Gallery Venice
DOI: 10.5281/zenodo.4739304

Foundations for Meaning and Understanding in Human-centric AI

Auteurs: Steels, Luc (ed.)
Publié dans: 2022, ISBN 979-12-810-8700-2
Éditeur: Venice International University
DOI: 10.5281/zenodo.6666820

FCG Editor: An innovative environment for engineering large-scale construction grammars

Auteurs: Remi van Trijp, Katrien Beuls, Paul Van Eecke
Publié dans: PLOS ONE, Numéro 17(6), 2022, Page(s) e0269708, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0269708

Neural heuristics for scaling constructional language processing

Auteurs: Van Eecke, P., Nevens, J., & Beuls, K.
Publié dans: Journal of Language Modelling, Numéro Vol.10 No.2, 2022, Page(s) 287-314, ISSN 2299-856X
Éditeur: Institute of Computer Science Polish Academy of Science Warsaw
DOI: 10.15398/jlm.v10i2.318

Language games meet multi-agent reinforcement learning: A case study for the naming game

Auteurs: Van Eecke, P., Beuls, K., Botoko Ekila, J., & Rădulescu, R.
Publié dans: Journal of Language Evolution lzad001, Numéro Volume 7, Numéro 2, July 2022, 2023, Page(s) 213–223, ISSN 2058-458X
Éditeur: Oxford University Press
DOI: 10.1093/jole/lzad001

Deep Understanding of Everyday Activity Commands for Household Robots

Auteurs: Sebastian Höffner, Robert Porzel, Maria M. Hedblom, Mihai Pomarlan, Vanja Sophie Cangalovic, Johannes Pfau, John A. Bateman and Rainer Malaka
Publié dans: Semantic Web Journal: Special Numéro on Semantic Web for Industrial Engineering: Research and Applications., Numéro (2022) 1–0, 2022, Page(s) 1-15, ISSN 1570-0844
Éditeur: IOS Press
DOI: 10.17605/osf.io/nm86g

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