[PlanetKR] Call for papers: Workshop on Argumentation for XAI (ArgXAI) at COMMA

[Kristijonas Čyras]

Call for Papers

We kindly invite contributions to the:

1st Workshop on Argumentation for eXplainable Artificial Intelligence
(ArgXAI)

https://people.cs.umu.se/tkampik/argxai/2022.html

12th September 2022

To be held at the:

International Conference on Computational Models of Argument (COMMA 2022)

https://comma22.cs.cf.ac.uk/

Cardiff & Online

Paper submission deadline: 8th July 2022

The aim of this workshop is to bring together researchers from the fields
of computational argumentation 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:

   -

   Argumentative Explainability
   -

      Formal definitions of explanations
      -

      Computational properties of explanations
      -

      Neuro-symbolic explainable argumentation
      -

      Explanation as a form of argumentation
      -

      Human intelligibility of formal argumentation
      -

      Dialectical, dialogical and conversational explanations
      -

      AI methods to support argumentative explainability
      -

   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
      -

      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 must be up to 12 pages in PDF format, including abstracts,
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=argxai22.

Publication
Accepted papers will be included in CEUR-WS <http://ceur-ws.org/>
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 COMMA conference to present the paper in order for it to be included in
the workshop proceedings.

Important Dates

   -

   Paper submission deadline: 8th July 2022
   -

   Notification of acceptance: 15th August 2022
   -

   Camera-ready version: 1st September 2022
   -

   Workshop date: 12th September 2022


Organisers

Kristijonas Čyras, Ericsson Research

Timotheus Kampik, Umeå University and SAP

Oana Cocarascu, King’s College London

Antonio Rago, Imperial College London
Contact us at argxai22 at easychair.org
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://kr.org/pipermail/planetkr/attachments/20220510/deb22641/attachment-0001.htm>