Bias Detection in AI Output

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Authors: Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro | Published: 2021-12-15 | Updated: 2022-04-15
Bias Detection in AI Output
Few-Shot Learning
Large Language Model
2021.12.15 2025.05.28
Literature Database

Debiasing Pre-trained Contextualised Embeddings

Authors: Masahiro Kaneko, Danushka Bollegala | Published: 2021-01-23
Bias Detection in AI Output
Creation of Fair AI Models
Deep Learning Method
2021.01.23 2025.05.28
Literature Database

Towards Debiasing Sentence Representations

Authors: Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency | Published: 2020-07-16
Bias Detection in AI Output
Algorithm Fairness
Creation of Fair AI Models
2020.07.16 2025.05.28
Literature Database

Measuring Bias in Contextualized Word Representations

Authors: Keita Kurita, Nidhi Vyas, Ayush Pareek, Alan W Black, Yulia Tsvetkov | Published: 2019-06-18
Bias Detection in AI Output
Algorithm Fairness
Large Language Model
2019.06.18 2025.05.28
Literature Database