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Seamful XAI: Operationalizing Seamful Design in Explainable AI


Nov 12, 2022
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daume III


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Social Construction of XAI: Do We Need One Definition to Rule Them All?


Nov 11, 2022
Upol Ehsan, Mark O. Riedl

* Accepted to NeurIPS workshop on Human-centered AI 

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Experiential Explanations for Reinforcement Learning


Oct 10, 2022
Amal Alabdulkarim, Mark O. Riedl


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The Algorithmic Imprint


Jun 03, 2022
Upol Ehsan, Ranjit Singh, Jacob Metcalf, Mark O. Riedl

* Accepted to ACM FAccT 2022 

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Inherently Explainable Reinforcement Learning in Natural Language


Dec 16, 2021
Xiangyu Peng, Mark O. Riedl, Prithviraj Ammanabrolu


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Guiding Neural Story Generation with Reader Models


Dec 16, 2021
Xiangyu Peng, Kaige Xie, Amal Alabdulkarim, Harshith Kayam, Samihan Dani, Mark O. Riedl


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Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning


Dec 16, 2021
Amal Alabdulkarim, Winston Li, Lara J. Martin, Mark O. Riedl

* preprint 

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Situated Dialogue Learning through Procedural Environment Generation


Oct 07, 2021
Prithviraj Ammanabrolu, Renee Jia, Mark O. Riedl

* Preprint. Under Review 

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Explainability Pitfalls: Beyond Dark Patterns in Explainable AI


Sep 26, 2021
Upol Ehsan, Mark O. Riedl


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The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations


Jul 28, 2021
Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael Muller, Mark O. Riedl


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