BIAS partner talks about stereotypes in word embeddings at TRANSFORM 2023

The conference TRANSFORM 2023 took place in Bern, Switzerland in May 2023. The topic of the conference was the use of artificial intelligence in the public sector. Machine learning, chatbots, natural language processing and other methods based on artificial intelligence offer many opportunities but can contain also certain risks for public authorities.

Mascha Kurpicz-Briki, professor for data engineering at the Bern University of Applied Sciences and leader of the technical work package of the BIAS project, presented in the scientific session of the conference. In her talk, she illustrated how societal stereotypes can be encoded in word embeddings and language models. This is also highly relevant in the context of the BIAS project: one part of the debiaser tool developed in the project aims to detect and mitigate such biases.

She concluded her talk by mentioning why rather than the term artificial intelligence it might be better to use augmented intelligence. To make a responsible use of the new technologies, it is preferable to empower humans, and augment the human intelligence with smart tools, rather than replacing them.

Details about the event (in German):
https://www.bfh.ch/de/aktuell/fachveranstaltungen/transform-2023/

BFH at TRANSFORM 2023
Cookies Definitions

BIAS Project may use cookies to memorise the data you use when logging to BIAS website, gather statistics to optimise the functionality of the website and to carry out marketing campaings based on your interests.

They allow you to browse the website and use its applications as well as to access secure areas of the website. Without these cookies, the services you have requested cannot be provided.
These cookies are necessary to allow the main functionality of the website and they are activated automatically when you enter this website. They store user preferences for site usage so that you do not need to reconfigure the site each time you visit it.
These cookies direct advertising according to the interests of each user so as to direct advertising campaigns, taking into account the tastes of users, and they also limit the number of times you see the ad, helping to measure the effectiveness of advertising and the success of the website organisation.

Required cookies They allow you to browse the website and use its applications as well as to access secure areas of the website. Without these cookies, the services you have requested cannot be provided.

Functional Cookies These cookies are necessary to allow the main functionality of the website and they are activated automatically when you enter this website. They store user preferences for site usage so that you do not need to reconfigure the site each time you visit it.

Advertising Cookies These cookies direct advertising according to the interests of each user so as to direct advertising campaigns, taking into account the tastes of users, and they also limit the number of times you see the ad, helping to measure the effectiveness of advertising and the success of the website organisation.