Towards an Explainer-agnostic Conversational XAI

Nobani, Navid; Mercorio, Fabio; Mezzanzanica, Mario

doi:10.24963/ijcai.2021/686

Towards an Explainer-agnostic Conversational XAI

Navid Nobani, Fabio Mercorio, Mario Mezzanzanica

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Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. Doctoral Consortium. Pages 4909-4910.

https://doi.org/10.24963/ijcai.2021/686

Keywords

Humans and AI: Intelligent User Interfaces
AI Ethics, Trust, Fairness: Explainability
Humans and AI: Human-Computer Interaction
Natural Language Processing: Dialogue

Abstract

Explainable Artificial Intelligence (XAI) is gaining interests in both academia and industry, mainly thanks to the proliferation of darker more complex black-box solutions which are replacing their more transparent ancestors. Believing that the overall performance of an XAI system can be augmented by considering the end-user as a human being, we are studying the ways we can improve the explanations by making them more informative and easier to use from one hand, and interactive and customisable from the other hand.

Navid Nobani, Fabio Mercorio, and Mario Mezzanzanica. 2021. Towards an Explainer-agnostic Conversational XAI. In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21. IJCAI, 4909–4910. https://doi.org/10.24963/ijcai.2021/686

@inproceedings{ijcai2021p686,
  title     = {Towards an Explainer-agnostic Conversational XAI},
  author    = {Nobani, Navid and Mercorio, Fabio and Mezzanzanica, Mario},
  booktitle = {Proceedings of the Thirtieth International Joint Conference on
               Artificial Intelligence, {IJCAI-21}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Prof. Zhi-Hua Zhou},
  pages     = {4909--4910},
  year      = {2021},
  month     = {8},
  note      = {Doctoral Consortium},
  doi       = {10.24963/ijcai.2021/686},
  url       = {https://doi.org/10.24963/ijcai.2021/686},
}

TY  - CPAPER
TI  - Towards an Explainer-agnostic Conversational XAI
AU  - Nobani, Navid
AU  - Mercorio, Fabio
AU  - Mezzanzanica, Mario
T2  - Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21
PB  - International Joint Conferences on Artificial Intelligence Organization
PY  - 2021
SP  - 4909
EP  - 4910
DO  - 10.24963/ijcai.2021/686
UR  - https://doi.org/10.24963/ijcai.2021/686
ER  -