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Peyman Passban

Huawei Noah's Ark Lab

Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax


Jun 02, 2021
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi

* Findings of ACL 2021 

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Robust Embeddings Via Distributions


Apr 17, 2021
Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart


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Revisiting Robust Neural Machine Translation: A Transformer Case Study


Dec 31, 2020
Peyman Passban, Puneeth S. M. Saladi, Qun Liu


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ALP-KD: Attention-Based Layer Projection for Knowledge Distillation


Dec 27, 2020
Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

* AAAI 2021. This work has been done while Peyman Passban was at Huawei 

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Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers


Oct 06, 2020
Yimeng Wu, Peyman Passban, Mehdi Rezagholizade, Qun Liu

* The first two authors contributed equally 

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Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation


Apr 17, 2018
Peyman Passban, Qun Liu, Andy Way

* NAACL 2018 

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Investigating Backtranslation in Neural Machine Translation


Apr 17, 2018
Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban


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