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Picture for Mehdi Rezagholizadeh

Mehdi Rezagholizadeh

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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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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Improving Neural Machine Translation with Compact Word Embedding Tables


Apr 18, 2021
Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu


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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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Annealing Knowledge Distillation


Apr 14, 2021
Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi


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Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation


Mar 17, 2021
Md Akmal Haidar, Chao Xing, Mehdi Rezagholizadeh


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Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks


Mar 10, 2021
Md Akmal Haidar, Mehdi Rezagholizadeh

* Accepted in ICASSP 2021 conference 

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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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