Testing Framework for Black-box AI Models

no code implementations • 11 Feb 2021 • Aniya Aggarwal, Samiulla Shaikh, Sandeep Hans, Swastik Haldar, Rema Ananthanarayanan, Diptikalyan Saha

With widespread adoption of AI models for important decision making, ensuring reliability of such models remains an important challenge.

Decision Making Fairness +2

Extracting Fairness Policies from Legal Documents

no code implementations • 12 Sep 2018 • Rashmi Nagpal, Chetna Wadhwa, Mallika Gupta, Samiulla Shaikh, Sameep Mehta, Vikram Goyal

Automatic extraction of fairness policies, or in general, any specific kind of policies from large legal corpus can be very useful for the study of bias and fairness in the context of AI applications.

BIG-bench Machine Learning Fairness

Neighbors Help: Bilingual Unsupervised WSD Using Context

no code implementations • ACL 2013 • Sudha Bhingardive, Samiulla Shaikh, Pushpak Bhattacharyya

Word Sense Disambiguation