Gegi Thomas’s research while affiliated with IBM and other places

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Publications (1)


Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems
  • Conference Paper

March 2023

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40 Reads

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11 Citations

Michelle Brachman

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Qian Pan

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Hyo Jin Do

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[...]

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Gegi Thomas

Citations (1)


... Our work therefore simulates the use of xAI for explanatory debugging [19,22] with concept-based explanations [21], also called the "glitch detector task" [41,43]. We investigate how xAI may improve people's mental models for AI [2,10], and how personalized xAI will affect people's ability to accurately identify when their assistant is correct or incorrect (i.e., if the agent adapts to the user, will the user make fewer mistakes?). Our contributions include: ...

Reference:

Towards Balancing Preference and Performance through Adaptive Personalized Explainability
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems
  • Citing Conference Paper
  • March 2023