Ingrid Zukerman

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations

2024 · arXiv (Cornell University)

Norm violations occur when individuals fail to conform to culturally accepted behaviors, which may lead to potential conflicts. Remediating norm violations requires social awareness and cultural sensitivity of the nuances at play. To equip interactive …

Communicating Uncertainty in Explanations of the Outcomes of Machine Learning Models

2024

We consider two types of numeric representations for conveying the uncertainty of predictions made by Machine Learning (ML) models: confidence-based (e.g., "the AI is 90% confident") and frequency-based (e.g., "the AI was correct in 180 …

The Context-Dependent Additive Recurrent Neural Net

2018

Quan Hung Tran, Tuan Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long …