A survey of human-in-the-loop for machine learning

X Wu, L Xiao, Y Sun, J Zhang, T Ma, L He - Future Generation Computer …, 2022 - Elsevier
Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …

Co-designing checklists to understand organizational challenges and opportunities around fairness in AI

MA Madaio, L Stark, J Wortman Vaughan… - Proceedings of the 2020 …, 2020 - dl.acm.org
Many organizations have published principles intended to guide the ethical development
and deployment of AI systems; however, their abstract nature makes them difficult to …

Dress: Instructing large vision-language models to align and interact with humans via natural language feedback

Y Chen, K Sikka, M Cogswell, H Ji… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present DRESS a large vision language model (LVLM) that innovatively exploits Natural
Language feedback (NLF) from Large Language Models to enhance its alignment and …

[图书][B] Value sensitive design: Shaping technology with moral imagination

B Friedman, DG Hendry - 2019 - books.google.com
Using our moral and technical imaginations to create responsible innovations: theory,
method, and applications for value sensitive design. Implantable medical devices and …

Identifying ethical considerations for machine learning healthcare applications

DS Char, MD Abràmoff, C Feudtner - The American Journal of …, 2020 - Taylor & Francis
Along with potential benefits to healthcare delivery, machine learning healthcare
applications (ML-HCAs) raise a number of ethical concerns. Ethical evaluations of ML-HCAs …

What do we teach when we teach tech ethics? A syllabi analysis

C Fiesler, N Garrett, N Beard - Proceedings of the 51st ACM technical …, 2020 - dl.acm.org
As issues of technology ethics become more pervasive in the media and public discussions,
there is increasing interest in what role ethics should play in computing education. Not only …

Dark patterns and the legal requirements of consent banners: An interaction criticism perspective

CM Gray, C Santos, N Bielova, M Toth… - Proceedings of the 2021 …, 2021 - dl.acm.org
User engagement with data privacy and security through consent banners has become a
ubiquitous part of interacting with internet services. While previous work has addressed …

Artificial intelligence and journalism

M Broussard, N Diakopoulos… - Journalism & mass …, 2019 - journals.sagepub.com
As a descriptor, artificial intelligence (AI) is polysemous and problematic. Like the muddled
“big data” before it, this term du jour tends to be invoked broadly and haphazardly, by …

The ethics of using digital trace data in education: A thematic review of the research landscape

L Hakimi, R Eynon, VA Murphy - Review of educational …, 2021 - journals.sagepub.com
This article presents the findings of a systematic qualitative analysis of research in the ethics
of digital trace data use in learning and education. From the resulting analysis of 77 peer …

“It is currently hodgepodge”: Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values

RA Varanasi, N Goyal - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
Recently, the AI/ML research community has indicated an urgent need to establish
Responsible AI (RAI) values and practices as part of the AI/ML lifecycle. Several …