[PlanetKR] CfP: 2nd Workshop on Argumentation for XAI (ArgXAI) at ICLP (in July)

[Oana Cocarascu]

We kindly invite contributions to the:

2nd Workshop on Argumentation for eXplainable Artificial Intelligence (ArgXAI)

https://people.cs.umu.se/tkampik/argxai/2023.html

9th/10th July, exact day TBA

To be held at:

The International Conference on Logic Programming (ICLP 2023)
https://iclp2023.imperial.ac.uk/
Imperial College London, UK

Paper submission deadline: 15th May 2023 (AoE)

The aim of this workshop is to bring together researchers from the fields of computational argumentation, Logic Programming (LP) and eXplainable Artificial Intelligence (XAI). We specifically seek contributions that present formal work on argumentative explainability, as well as argumentative approaches that explain the behaviour of intelligent systems (argumentation for XAI). Topics include, but are not limited to:



  *   Symbolic Explainability
     *   Formal definitions of explanations
     *   Defeasible reasoning- and LP-based inference and explanations
     *   Computational properties of explanations
     *   Neuro-symbolic explainable argumentation
     *   Explanation as a form of argumentation or defeasible reasoning
     *   Human intelligibility of formal argumentation
     *   Interpretability of LP-based explanations
     *   Dialectical, dialogical and conversational explanations
     *   AI methods to support argumentative explainability
     *   Analogous topics for other defeasible reasoning approaches



  *   Argumentation for XAI
     *   Applications of argumentation for explainability in the fields of AI (e.g. machine learning, machine reasoning, multi-agent systems, natural language processing) and overlapping fields of research (e.g. optimisation, human-computer interaction, philosophy and social sciences)
     *   User-acceptance and evaluation of argumentation-based explanations
     *   Software systems that provide argumentation-based explanations
     *   Applications of other defeasible reasoning approaches to XAI

Submission Details
We welcome:

  *   Original contributions in the form of mature papers or work in progress;
  *   Incremental developments (of at least 30% new material) of already published work.

Submissions should be 7 - 14 pages in PDF format, including abstract, figures and references, and according to the CEUR-WS template https://www.overleaf.com/read/gwhxnqcghhdt. The reviewing will be single-blind.

All submissions will be made electronically, through the EasyChair conference system at https://easychair.org/conferences/?conf=argxai23.

Publication
Accepted papers will be included in CEUR-WS proceedings after a careful review process, likely before the workshop date. At least one of the authors will be required to register and attend the ICLP conference to present the paper in order for it to be included in the workshop proceedings.

Important Dates

  *   Submission deadline: 15th May 2023 (AoE)
  *   Notification: 15th June
  *   Camera-ready deadline: 30th June
  *   Workshop: 9th-15th July, exact day TBA

Organisers
Antonio Rago, Imperial College London
Timotheus Kampik, Umea University and SAP
Kristijonas Cyras, Ericsson Research
Oana Cocarascu, King's College London



Contact us at argxai23 at easychair.org

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