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Ahmad Rashid

Huawei Noah's Ark Lab

Knowledge Distillation with Noisy Labels for Natural Language Understanding


Sep 21, 2021
Shivendra Bhardwaj, Abbas Ghaddar, Ahmad Rashid, Khalil Bibi, Chengyang Li, Ali Ghodsi, Philippe Langlais, Mehdi Rezagholizadeh


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How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding


Sep 20, 2021
Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh

* Accepted as EMNLP 2021 Findings 

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End-to-End Self-Debiasing Framework for Robust NLU Training


Sep 05, 2021
Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid

* Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021; August; 2021; pages 1923--1929 
* Findings ACL 2021 

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Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition


Jul 24, 2021
Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh

* journal={Transactions of the Association for Computational Linguistics}, volume={9}, pages={586--604}, year={2021}, 
* MIT Press\TACL 2021\Presented at ACL 2021 This is the exact same content of the TACL version, except the figures and tables are better aligned 

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MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation


May 12, 2021
Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh

* Accepted at 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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Towards Zero-Shot Knowledge Distillation for Natural Language Processing


Dec 31, 2020
Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh

* 13 pages, 8 tables, 2 algorithms and 1 figure 

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From Unsupervised Machine Translation To Adversarial Text Generation


Nov 10, 2020
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh

* Accepted at ICASSP 2020 

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Distilled embedding: non-linear embedding factorization using knowledge distillation


Oct 02, 2019
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md Akmal Haidar, Mehdi Rezagholizadeh

* 11 pages, 1 figure, 10 tables 

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Bilingual-GAN: A Step Towards Parallel Text Generation


May 14, 2019
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh


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Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation


Apr 23, 2019
Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid

* 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics 

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