Rachel K. E. Bellamy

schoolIBMbar_chart#4933 Global Rank

Total Papers

HCI Rank

#4933

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Years Active

Recent Publications

Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers

The wide adoption of Machine Learning (ML) technologies has created a growing demand for people who can train ML models. Some advocated the term "machine teacher" to refer to the role of people who inject domain knowledge into ML models. This "teaching" perspective emphasizes supporting the productivity and mental wel…

IUI '194th AuthorExplainable AI (XAI) +2

Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment

Ensuring fairness of machine learning systems is a human-in-the-loop process. It relies on developers, users, and the general public to identify fairness problems and make improvements. To facilitate the process we need effective, unbiased, and user-friendly explanations that people can confidently rely on. Towards t…

CHI '184th AuthorVoice User Interface (VUI) Design +1

Face Value? Exploring the Effects of Embodiment for a Group Facilitation Agent

We are interested in increasing the ability of groups to collaborate efficiently by leveraging new advances in AI and Conversational Agent (CA) technology. Given the longstanding debate on the necessity of embodiment for CAs, bringing them to groups requires answering the questions of whether and how providing a CA wi…

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