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Narine Kokhlikyan

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Using Captum to Explain Generative Language Models

Dec 09, 2023
Vivek Miglani, Aobo Yang, Aram H. Markosyan, Diego Garcia-Olano, Narine Kokhlikyan

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Error Discovery by Clustering Influence Embeddings

Dec 07, 2023
Fulton Wang, Julius Adebayo, Sarah Tan, Diego Garcia-Olano, Narine Kokhlikyan

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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

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Bias Mitigation Framework for Intersectional Subgroups in Neural Networks

Dec 26, 2022
Narine Kokhlikyan, Bilal Alsallakh, Fulton Wang, Vivek Miglani, Oliver Aobo Yang, David Adkins

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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

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A Tour of Visualization Techniques for Computer Vision Datasets

Apr 19, 2022
Bilal Alsallakh, Pamela Bhattacharya, Vanessa Feng, Narine Kokhlikyan, Orion Reblitz-Richardson, Rahul Rajan, David Yan

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Investigating sanity checks for saliency maps with image and text classification

Jun 08, 2021
Narine Kokhlikyan, Vivek Miglani, Bilal Alsallakh, Miguel Martin, Orion Reblitz-Richardson

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Fine-grained Interpretation and Causation Analysis in Deep NLP Models

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

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Investigating Saturation Effects in Integrated Gradients

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

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