Picture for Narine Kokhlikyan

Narine Kokhlikyan

XAIR: A Framework of Explainable AI in Augmented Reality

Mar 28, 2023
Xuhai Xu, Mengjie Yu, Tanya R. Jonker, Kashyap Todi, Feiyu Lu, Xun Qian, João Marcelo Evangelista Belo, Tianyi Wang, Michelle Li, Aran Mun, Te-Yen Wu, Junxiao Shen, Ting Zhang, Narine Kokhlikyan, Fulton Wang, Paul Sorenson, Sophie Kahyun Kim, Hrvoje Benko

Figure 1 for XAIR: A Framework of Explainable AI in Augmented Reality

Figure 2 for XAIR: A Framework of Explainable AI in Augmented Reality

Figure 3 for XAIR: A Framework of Explainable AI in Augmented Reality

Figure 4 for XAIR: A Framework of Explainable AI in Augmented Reality

* Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Access Paper or Ask Questions

Prescriptive and Descriptive Approaches to Machine-Learning Transparency

Apr 27, 2022
David Adkins, Bilal Alsallakh, Adeel Cheema, Narine Kokhlikyan, Emily McReynolds, Pushkar Mishra, Chavez Procope, Jeremy Sawruk, Erin Wang, Polina Zvyagina

Figure 1 for Prescriptive and Descriptive Approaches to Machine-Learning Transparency

Figure 2 for Prescriptive and Descriptive Approaches to Machine-Learning Transparency

* ACM CHI Conference on Human Factors in Computing Systems 2022

Access Paper or Ask Questions

Fine-grained Interpretation and Causation Analysis in Deep NLP Models

May 29, 2021
Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi, Nadir Durrani

* Accepted at NAACL Tutorial

Access Paper or Ask Questions

Investigating Saturation Effects in Integrated Gradients

Oct 23, 2020
Vivek Miglani, Narine Kokhlikyan, Bilal Alsallakh, Miguel Martin, Orion Reblitz-Richardson

Figure 1 for Investigating Saturation Effects in Integrated Gradients

Figure 2 for Investigating Saturation Effects in Integrated Gradients

Figure 3 for Investigating Saturation Effects in Integrated Gradients

Figure 4 for Investigating Saturation Effects in Integrated Gradients

* Presented at ICML Workshop on Human Interpretability in Machine Learning (WHI 2020)

Access Paper or Ask Questions