Ethics

3 talks from the 2022 edition.

Biases in Language Models ▶ Recording 📝 Transcript

Sonam Pankaj

The talk is an attempt to measure biases in most popular language models and we propose a solution to reduce the bias, and promote social inclusion and diversity based on gender. We have covered both methods on...
Do I need to be Dr. Frankenstein to create real-ish synthetic data? ▶ Recording 📝 Transcript

Gatha

Synthetic datasets have caught the fancy of researchers, statisticians, and analysts. Also called fake or proxy data, not only does it address the privacy needs of the data subjects but also offers a workaround in...
The Myth of Neutrality: How AI is widening social divides ▶ Recording 📝 Transcript

Stefanie Stoppel

Many people expect artificial intelligence to be neutral - or at least more objective than we humans are. But is it really? In recent years, researchers and activists have shown that it is in fact not, and that our...