2 papers
cs.CL2023
Detecting Natural Language Biases with Prompt-based Learning
Md Abdul Aowal, Maliha T Islam, Priyanka Mary Mammen +1
In this project, we want to explore the newly emerging field of prompt engineering and apply it to the downstream task of detecting LM biases. More concretely, we explore how to de…
cs.LG2021
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification
Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou +1
Classification, a heavily-studied data-driven machine learning task, drives an increasing number of prediction systems involving critical human decisions such as loan approval and…