Fairness in machine learning: A survey

S Caton, C Haas - ACM Computing Surveys, 2024 - dl.acm.org
When Machine Learning technologies are used in contexts that affect citizens, companies as
well as researchers need to be confident that there will not be any unexpected social …

[HTML][HTML] Shortcut learning in deep neural networks

R Geirhos, JH Jacobsen, C Michaelis… - Nature Machine …, 2020 - nature.com
Deep learning has triggered the current rise of artificial intelligence and is the workhorse of
today's machine intelligence. Numerous success stories have rapidly spread all over …

[HTML][HTML] ChatGPT: five priorities for research

EAM Van Dis, J Bollen, W Zuidema, R Van Rooij… - Nature, 2023 - nature.com
ChatGPT: five priorities for research Skip to main content Thank you for visiting nature.com.
You are using a browser version with limited support for CSS. To obtain the best experience …

[HTML][HTML] On ChatGPT and beyond: How generative artificial intelligence may affect research, teaching, and practice

R Peres, M Schreier, D Schweidel, A Sorescu - International Journal of …, 2023 - Elsevier
How does ChatGPT, and other forms of Generative Artificial Intelligence (GenAI) affect the
way we have been conducting—and evaluating—academic research, teaching, and …

Using cognitive psychology to understand GPT-3

M Binz, E Schulz - Proceedings of the National Academy of …, 2023 - National Acad Sciences
We study GPT-3, a recent large language model, using tools from cognitive psychology.
More specifically, we assess GPT-3's decision-making, information search, deliberation, and …

[HTML][HTML] Opportunities and risks of ChatGPT in medicine, science, and academic publishing: a modern Promethean dilemma

J Homolak - Croatian Medical Journal, 2023 - ncbi.nlm.nih.gov
The release of ChatGPT, the latest large (175-billion-parameter) language model by San
Francisco-based company OpenAI, prompted many to think about the exciting (and …

Gender bias in machine translation

B Savoldi, M Gaido, L Bentivogli, M Negri… - Transactions of the …, 2021 - direct.mit.edu
Abstract Machine translation (MT) technology has facilitated our daily tasks by providing
accessible shortcuts for gathering, processing, and communicating information. However, it …

Leveraging artificial intelligence in marketing for social good—An ethical perspective

E Hermann - Journal of Business Ethics, 2022 - Springer
Artificial intelligence (AI) is (re) shaping strategy, activities, interactions, and relationships in
business and specifically in marketing. The drawback of the substantial opportunities AI …

[HTML][HTML] If deep learning is the answer, what is the question?

A Saxe, S Nelli, C Summerfield - Nature Reviews Neuroscience, 2021 - nature.com
Neuroscience research is undergoing a minor revolution. Recent advances in machine
learning and artificial intelligence research have opened up new ways of thinking about …

[PDF][PDF] Inducing anxiety in large language models increases exploration and bias

J Coda-Forno, K Witte, AK Jagadish… - arXiv preprint arXiv …, 2023 - hcai-munich.com
Large language models are transforming research on machine learning while galvanizing
public debates. Understanding not only when these models work well and succeed but also …