Long Talks

Full papers:

• The games we play: how critical complexity improves machine learning. (#7, PDF)
  Abeba Birhane and David J. Sumpter
  
• HyEnA: A Hybrid Method for Extracting Arguments from Opinions. (#16, PDF) **
  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. (#21, PDF)
  Michael Neely, Stefan Schouten, Maurits Bleeker and Ana Lucic
• Towards an AI assistant for power grid operators. (#22, PDF)
  Antoine Marot, Alesandre Rozier, Matthieu Dussartre, Laure Crochepiere and Benjamin Donnot
  
• Trust in Clinical AI: Expanding the Unit of Analysis. (#30, PDF) **
  Jacob Browne, Saskia Bakker, Bin Yu, Peter Lloyd and Somaya Ben Allouch
• Estimating Value Preferences in a Hybrid Participatory System. (#31, PDF) **
  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. (#39, PDF)
  Costanza Alfieri, Paola Inverardi, Patrizio Migliarini and Massimiliano Palmiero
• A Sequence-Based Dialog Management Framework for Enhancing Co-Regulated Dialog. (#40, PDF)
  Florian Kunneman and Koen Hindriks
• Does Personalization Help? Predicting How Social Situations Affect Personal Values. (#51, PDF)
  Ilir Kola, Ralvi Isufaj and Catholijn M. Jonker
• Effective Task Allocation in Ad Hoc Human-Agent Teams. (#53, PDF)
  Sami Abuhaimed and Sandip Sen
• Abstracting Minds: Computational Theory of Mind for Human-Agent Collaboration. (#70, PDF) **
  Emre Erdogan, Frank Dignum, Rineke Verbrugge and Pinar Yolum
• Landmarks in Case-based Reasoning: From Theory to Data. (#81, PDF) **
  Wijnand van Woerkom, Davide Grossi, Henry Prakken and Bart Verheij
• An Empirical Investigation of Reliance on AI-Assistance in a Noisy-Image Classification Task. (#92, PDF)
  Heliodoro Tejeda Lemus, Aakriti Kumar and Mark Steyvers

Working papers:

• An experiment in measuring understanding. (#28, PDF) *
  Luc Steels, Lara Verheyen and Remi van Trijp
• Estimating Rapport in Conversations: An Interpretable and Dyadic Multi-Modal Approach. (#48, PDF) *
  Gustav Grimberg, Thomas Janssoone, Chloé Clavel and Justine Cassell
• Adopting AI to support Situational Awareness in Emergency Response: a Reflection by Professionals. (#96, PDF) *
  Bart van Leeuwen, Richard Gasaway and Gerke Spaling

Extended abstract:

• Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs. (#78, PDF)
  Mustafa Mert Çelikok, Frans Oliehoek and Samuel Kaski

Short Talks

Full papers:

• POMDP-based adaptive interaction through physiological computing. (#18, PDF)
  Gaganpreet Singh, Raphaëlle N. Roy and Caroline Ponzoni Carvalho Chanel
• Learning to Cooperate with Human Evaluative Feedback and Demonstrations. (#19, PDF)
  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. (#59, PDF)
  Magdalena Wischnewski and Nicole Krämer

Working papers:

• Monitoring AI systems: A Problem Analysis, Framework and Outlook. (#23, PDF)
  Annet Onnes
• Legitimacy of what?: a call for democratic AI design. (#35)
  Jonne Maas and Juan Durán
• Open, multiple, adjunct. Decision support at the time of relational AI. (#37, PDF)
  Federico Cabitza and Chiara Natali
• Training Intelligent Tutors on User Simulators Using Reinforcement Learning. (#46, PDF)
  Paul Bricman and Matthia Sabatelli
• MiniCoDe Workshops: Minimise Algorithmic Bias in Collaborative Decision Making with Design Fiction. (#58)
  Alessio Malizia, Silvio Carta, Tommaso Turchi and Clara Crivellaro
• Monitoring Fairness in HOLDA. (#66, PDF) *
  Michele Fontana, Francesca Naretto, Anna Monreale and Fosca Giannotti
• Knowledge Graphs in support of Human-Machine intelligence. (#67)
  Christophe Guéret
• Privacy risk of global explainers. (#69, PDF)
  Francesca Naretto, Anna Monreale and Fosca Giannotti
• What AI Practitioners Say about Human-AI Trust: Its Role, Importance, and Factors That Affect It. (#93, PDF)
  Oleksandra Vereschak, Gilles Bailly and Baptiste Caramiaux

Extended abstracts:

• Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making. (#3, PDF)
  Suzanne Tolmeijer, Markus Christen, Serhiy Kandul, Markus Kneer and Abraham Bernstein
• Discovering the Rationale of Decisions. (#12, PDF)
  Cor Steging, Silja Renooij and Bart Verheij
• Neural Prototype Trees for Interpretable Fine-grained Image Recognition. (#17, PDF)
  Meike Nauta, Ron van Bree and Christin Seifert
• Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers. (#82, PDF)
  Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari and Salvatore Rinzivillo