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An Empirical Comparison of Instance Attribution Methods for NLP

Apr 09, 2021
Pouya Pezeshkpour, Sarthak Jain, Byron C. Wallace, Sameer Singh

* NAACL 2021 

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ParsiNLU: A Suite of Language Understanding Challenges for Persian

Dec 11, 2020
Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh

* (work in progress) 

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Generating User-friendly Explanations for Loan Denials using GANs

Jun 24, 2019
Ramya Srinivasan, Ajay Chander, Pouya Pezeshkpour

* Presented at the NeurIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy, Montreal, Canada 

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Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

May 02, 2019
Pouya Pezeshkpour, Yifan Tian, Sameer Singh

* Published at NAACL 2019 

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Embedding Multimodal Relational Data for Knowledge Base Completion

Sep 07, 2018
Pouya Pezeshkpour, Liyan Chen, Sameer Singh

* Published at EMNLP 2018 

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Compact Factorization of Matrices Using Generalized Round-Rank

May 01, 2018
Pouya Pezeshkpour, Carlos Guestrin, Sameer Singh

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