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Accepted Papers

Long Talks
  • Full papers:
    • The games we play: how critical complexity improves machine learning.
      Abeba Birhane and David J. Sumpter
    • HyEnA: A Hybrid Method for Extracting Arguments from Opinions.
      Michiel van der Meer, Enrico Liscio, Catholijn M. Jonker, Aske Plaat, Piek Vossen and Pradeep K. Murukannaiah
    • A Song of (Dis)agreement: Evaluating the Evaluation of Explainable Artificial Intelligence in Natural Language Processing.
      Michael Neely, Stefan Schouten, Maurits Bleeker and Ana Lucic
    • Towards an AI assistant for power grid operators.
      Antoine Marot
    • Trust in Clinical AI: Expanding the Unit of Analysis.
      Jacob Browne, Saskia Bakker, Bin Yu, Peter Lloyd and Somaya Ben Allouch
    • Estimating Value Preferences in a Hybrid Participatory System.
      Luciano Cavalcante Siebert, Enrico Liscio, Pradeep Kumar Murukannaiah, Lionel Kaptein, Shannon Spruit, Jeroen Van den Hoven and Catholijn Jonker
    • Exosoul: ethical profiling in the digital world.
      Costanza Alfieri, Paola Inverardi, Patrizio Migliarini and Massimiliano Palmiero
    • A Sequence-Based Dialog Management Framework for Enhancing Co-Regulated Dialog.
      Florian Kunneman and Koen Hindriks
    • Does Personalization Help? Predicting How Social Situations Affect Personal Values.
      Ilir Kola, Ralvi Isufaj and Catholijn M. Jonker
    • Effective Task Allocation in Ad Hoc Human-Agent Teams.
      Sami Abuhaimed and Sandip Sen
    • Abstracting Minds: Computational Theory of Mind for Human-Agent Collaboration.
      Emre Erdogan, Frank Dignum, Rineke Verbrugge and Pinar Yolum
    • Landmarks in Case-based Reasoning: From Theory to Data.
      Wijnand van Woerkom, Davide Grossi, Henry Prakken and Bart Verheij
    • An Empirical Investigation of Reliance on AI-Assistance in a Noisy-Image Classification Task.
      Heliodoro Tejeda Lemus, Aakriti Kumar and Mark Steyvers
  • Working papers:
    • An experiment in measuring understanding.
      Luc Steels, Lara Verheyen and Remi van Trijp
    • Estimating Rapport in Conversations: An Interpretable and Dyadic Multi-Modal Approach.
      Gustav Grimberg, Thomas Janssoone, Chloé Clavel and Justine Cassell
    • Challenges of the adoption of AI in High Risk High consequence time compressed decision-making environments.
      Bart van Leeuwen, Richard Gasaway and Gerke Spaling
  • Extended abstract:
    • Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs.
      Mustafa Mert Çelikok, Frans Oliehoek and Samuel Kaski
 
Short Talks
  • Full papers:
    • POMDP-based adaptive interaction through physiological computing.
      Gaganpreet Singh, Raphaëlle N. Roy and Caroline Ponzoni Carvalho Chanel
    • Learning to Cooperate with Human Evaluative Feedback and Demonstrations.
      Mehul Verma and Erman Acar
    • Biased trust perceptions of AI? Investigating the role of attitudes towards AI and motivated reasoning in shaping trust perceptions of news.
      Magdalena Wischnewski and Nicole Krämer
  • Working papers:
    • Monitoring AI systems: A Problem Analysis, Framework and Outlook.
      Annet Onnes
    • Legitimacy of what?: a call for democratic AI design.
      Jonne Maas and Juan Durán
    • Open, multiple, adjunct. Decision support at the time of relational AI.
      Federico Cabitza and Chiara Natali
    • How Can This Be Split Into Parts? Training Intelligent Tutors on User Simulators Using Reinforcement Learning.
      Paul Bricman and Matthia Sabatelli
    • MiniCoDe Workshops: Minimise Algorithmic Bias in Collaborative Decision Making with Design Fiction.
      Alessio Malizia, Silvio Carta, Tommaso Turchi and Clara Crivellaro
    • Monitoring Fairness in HOLDA.
      Michele Fontana, Francesca Naretto, Anna Monreale and Fosca Giannotti
    • Knowledge Graphs in support of Human-Machine intelligence.
      Christophe Guéret
    • Privacy risk of global explanainers.
      Francesca Naretto, Anna Monreale and Fosca Giannotti
    • What AI Practitioners Say about Human-AI Trust: Its Role, Importance, and Factors That Affect It.
      Oleksandra Vereschak, Gilles Bailly and Baptiste Caramiaux
  • Extended abstracts:
    • Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making.
      Suzanne Tolmeijer, Markus Christen, Serhiy Kandul, Markus Kneer and Abraham Bernstein
    • Discovering the Rationale of Decisions (Extended Abstract).
      Cor Steging, Silja Renooij and Bart Verheij
    • Neural Prototype Trees for Interpretable Fine-grained Image Recognition.
      Meike Nauta, Ron van Bree and Christin Seifert
    • Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers.
      Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari and Salvatore Rinzivillo