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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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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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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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Fully Quantized Transformer for Improved Translation

Nov 23, 2019
Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh


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Fully Quantizing a Simplified Transformer for End-to-end Speech Recognition

Nov 09, 2019
Alex Bie, Bharat Venkitesh, Joao Monteiro, Md. Akmal Haidar, Mehdi Rezagholizadeh

* Submitted to 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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EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing

Jun 19, 2019
Yue Dong, Zichao Li, Mehdi Rezagholizadeh, Jackie Chi Kit Cheung

* 9 pages, 1 figure, accepted at ACL2019 

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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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TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks

Apr 23, 2019
Md. Akmal Haidar, Mehdi Rezagholizadeh

* 32nd Canadian Conference on Artificial Intelligence 2019 
* arXiv admin note: text overlap with arXiv:1904.07293 

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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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SALSA-TEXT : self attentive latent space based adversarial text generation

Oct 08, 2018
Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh

* 10 pages, 3 figures, under review at ICLR 2019 

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