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03/20/2023
Stable Bias: Analyzing Societal Representations in Diffusion Models
As machine learning-enabled Text-to-Image (TTI) systems are becoming inc...
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03/07/2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
As language models grow ever larger, the need for large-scale high-quali...
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12/09/2022
Measuring Data
We identify the task of measuring data to quantitatively characterize th...
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10/06/2022
A Human Rights-Based Approach to Responsible AI
Research on fairness, accountability, transparency and ethics of AI-base...
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05/04/2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology
The recent emergence and adoption of Machine Learning technology, and sp...
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03/05/2021
Measuring Model Biases in the Absence of Ground Truth
Recent advances in computer vision have led to the development of image ...
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06/14/2019
Detecting Bias with Generative Counterfactual Face Attribute Augmentation
We introduce a simple framework for identifying biases of a smiling attr...
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04/13/2016
Visual Storytelling
We introduce the first dataset for sequential vision-to-language, and ex...
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03/19/2016
Generating Natural Questions About an Image
There has been an explosion of work in the vision & language community d...
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05/03/2015
