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06/07/2023
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions
Large language models (LLMs) can be used to generate text data for train...
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06/05/2023
AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms
While demands for change and accountability for harmful AI consequences ...
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04/19/2023
Supporting Human-AI Collaboration in Auditing LLMs with LLMs
Large language models are becoming increasingly pervasive and ubiquitous...
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05/16/2022
How Different Groups Prioritize Ethical Values for Responsible AI
Private companies, public sector organizations, and academic groups have...
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05/05/2022
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research
Transparency around limitations can improve the scientific rigor of rese...
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07/21/2017
Machine Teaching: A New Paradigm for Building Machine Learning Systems
The current processes for building machine learning systems require prac...
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09/16/2014