Fairness in deep learning: A survey on vision and language research
Despite being responsible for state-of-the-art results in several computer vision and natural
language processing tasks, neural networks have faced harsh criticism due to some of their …
language processing tasks, neural networks have faced harsh criticism due to some of their …
Debiasing methods for fairer neural models in vision and language research: A survey
Despite being responsible for state-of-the-art results in several computer vision and natural
language processing tasks, neural networks have faced harsh criticism due to some of their …
language processing tasks, neural networks have faced harsh criticism due to some of their …
Towards best practices in AGI safety and governance: A survey of expert opinion
A number of leading AI companies, including OpenAI, Google DeepMind, and Anthropic,
have the stated goal of building artificial general intelligence (AGI)-AI systems that achieve …
have the stated goal of building artificial general intelligence (AGI)-AI systems that achieve …
“That's important, but...”: How Computer Science Researchers Anticipate Unintended Consequences of Their Research Innovations
Computer science research has led to many breakthrough innovations but has also been
scrutinized for enabling technology that has negative, unintended consequences for society …
scrutinized for enabling technology that has negative, unintended consequences for society …
RAFT: A real-world few-shot text classification benchmark
Large pre-trained language models have shown promise for few-shot learning, completing
text-based tasks given only a few task-specific examples. Will models soon solve …
text-based tasks given only a few task-specific examples. Will models soon solve …
The ethics of publicly available data research: A situated ethics framework for Reddit
M Gliniecka - Social Media+ Society, 2023 - journals.sagepub.com
Using user-generated content from open-access platforms such as Reddit for research
raises ethical questions and challenges. Research projects involving publicly available data …
raises ethical questions and challenges. Research projects involving publicly available data …
Three lines of defense against risks from AI
J Schuett - AI & SOCIETY, 2023 - Springer
Organizations that develop and deploy artificial intelligence (AI) systems need to manage
the associated risks—for economic, legal, and ethical reasons. However, it is not always …
the associated risks—for economic, legal, and ethical reasons. However, it is not always …
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping
Prompt-based interfaces for Large Language Models (LLMs) have made prototyping and
building AI-powered applications easier than ever before. However, identifying potential …
building AI-powered applications easier than ever before. However, identifying potential …
How to design an AI ethics board
The development and deployment of artificial intelligence (AI) systems poses significant
risks to society. To reduce these risks to an acceptable level, AI companies need an effective …
risks to society. To reduce these risks to an acceptable level, AI companies need an effective …
AnthroScore: A Computational Linguistic Measure of Anthropomorphism
Anthropomorphism, or the attribution of human-like characteristics to non-human entities,
has shaped conversations about the impacts and possibilities of technology. We present …
has shaped conversations about the impacts and possibilities of technology. We present …