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2002.01092
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Human-centered Explainable AI: Towards a Reflective Sociotechnical Approach
Interacción (HCI International), 2020
4 February 2020
Upol Ehsan
Mark O. Riedl
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Papers citing
"Human-centered Explainable AI: Towards a Reflective Sociotechnical Approach"
50 / 62 papers shown
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Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour
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A Multi-Layered Research Framework for Human-Centered AI: Defining the Path to Explainability and Trust
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Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
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274
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446
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Abigail Sellen
Sean Rintel
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361
249
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18 Dec 2023
Enabling Human-Centered AI: A Methodological Perspective
International Conferences on Human-Machine Systems (ICCHS), 2023
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Zaifeng Gao
177
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Exploring Practitioner Perspectives On Training Data Attribution Explanations
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Evgenii Kortukov
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256
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142
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Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK
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Agathe Balayn
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299
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Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI
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Koustuv Saha
M. D. Choudhury
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327
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01 Feb 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems
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L. Kuiper
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238
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25 Jan 2023
Selective Explanations: Leveraging Human Input to Align Explainable AI
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Yiming Zhang
Chacha Chen
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Chenhao Tan
411
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Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations
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Gagan Bansal
653
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18 Jan 2023
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198
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Explanations Can Reduce Overreliance on AI Systems During Decision-Making
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351
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262
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197
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Sunnie S. Y. Kim
E. A. Watkins
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Ruth C. Fong
Andrés Monroy-Hernández
400
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Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
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Maria De-Arteaga
Niklas Kuehl
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535
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Mennatallah El-Assady
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278
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237
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Stefano V. Albrecht
203
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0
17 Jun 2022
A Methodology and Software Architecture to Support Explainability-by-Design
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Ayah Helal
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Luc Moreau
198
5
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Mediators: Conversational Agents Explaining NLP Model Behavior
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A. Ravichandran
Sebastian Möller
283
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Think About the Stakeholders First! Towards an Algorithmic Transparency Playbook for Regulatory Compliance
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215
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232
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109
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233
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232
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146
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