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Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation

Dec 31, 2020
Alham Fikri Aji, Kenneth Heafield

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Synthetic Source Language Augmentation for Colloquial Neural Machine Translation

Dec 30, 2020
Asrul Sani Ariesandy, Mukhlis Amien, Alham Fikri Aji, Radityo Eko Prasojo

* 5 pages 

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No Budget? Don't Flex! Cost Consideration when Planning to Adopt NLP for Your Business

Dec 16, 2020
Made Nindyatama Nityasya, Haryo Akbarianto Wibowo, Radityo Eko Prasojo, Alham Fikri Aji

* 9 pages, 2 figures 

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Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation

Nov 06, 2020
Haryo Akbarianto Wibowo, Tatag Aziz Prawiro, Muhammad Ihsan, Alham Fikri Aji, Radityo Eko Prasojo, Rahmad Mahendra

* 6 pages, Camera ready to be presented at IALP 2020 

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Neural Machine Translation with 4-Bit Precision and Beyond

Sep 20, 2019
Alham Fikri Aji, Kenneth Heafield

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Making Asynchronous Stochastic Gradient Descent Work for Transformers

Jun 08, 2019
Alham Fikri Aji, Kenneth Heafield

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Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging

Sep 21, 2018
Kemal Kurniawan, Alham Fikri Aji

* Accepted in IALP 2018 

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Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation

Sep 14, 2018
Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji

* To appear in EMNLP 2018 as a short paper 

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Marian: Fast Neural Machine Translation in C++

Apr 04, 2018
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch

* Demonstration paper 

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Sparse Communication for Distributed Gradient Descent

Jul 24, 2017
Alham Fikri Aji, Kenneth Heafield

* EMNLP 2017 

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