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09/18/2023
Evaluation of Human-Understandability of Global Model Explanations using Decision Tree
In explainable artificial intelligence (XAI) research, the predominant f...
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09/11/2023
A Co-design Study for Multi-Stakeholder Job Recommender System Explanations
Recent legislation proposals have significantly increased the demand for...
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12/18/2022
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion
Increasingly taking place in online spaces, modern political conversatio...
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10/28/2022
"It's Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online
Well-annotated data is a prerequisite for good Natural Language Processi...
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01/29/2021
Disparate Impact Diminishes Consumer Trust Even for Advantaged Users
Systems aiming to aid consumers in their decision-making (e.g., by imple...
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01/15/2021
Operationalizing Framing to Support MultiperspectiveRecommendations of Opinion Pieces
Diversity in personalized news recommender systems is often defined as d...
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10/27/2020
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics
The way pages are ranked in search results influences whether the users ...
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10/23/2020
Helping users discover perspectives: Enhancing opinion mining with joint topic models
Support or opposition concerning a debated claim such as abortion should...
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09/06/2020
Contextual Personalized Re-Ranking of Music Recommendations through Audio Features
Users are able to access millions of songs through music streaming servi...
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05/19/2020
Diversity in News Recommendations
News diversity in the media has for a long time been a foundational and ...
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05/01/2020
