Character-Level Translation with Self-attention

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Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

Orhan Firat, Kyunghyun Cho, and Yoshua Bengio. 2016 · 2016

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Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models

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Neural Machine Translation of Rare Words with Subword Units

Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016

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Google’s Multilingual Neural Machine Translation System: Enabling Zero-shot Translation

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Fully Character-level Neural Machine Translation without Explicit Segmentation

Jason Lee, Kyunghyun Cho, and Thomas Hofmann. 2017 · 2017

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Attention is All You Need

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017

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Revisiting Character-Based Neural Machine Translation with Capacity and Compression

Colin Cherry, George Foster, Ankur Bapna, Orhan Firat, and Wolfgang Macherey. 2018 · 2018

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Insights on Representational Similarity in Neural Networks with Canonical Correlation

Ari Morcos, Maithra Raghu, and Samy Bengio. 2018 · 2018

Cited alongside, same era.

Character-level Chinese-English Translation through ASCII Encoding

Nikola Nikolov, Yuhuang Hu, Mi Xue Tan, and Richard H.R. Hahnloser. 2018 · 2018

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Character-level Language Modeling with Deeper Self-attention

Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, and Llion Jones. 2019 · 2019

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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

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Analyzing multi-head self-attention: Specialized heads do the heavy lifting, the rest can be pruned

Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, and Ivan Titov. 2019 · 2019

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XLNet: Generalized Autoregressive Pretraining for Language Understanding

Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ R Salakhutdinov, and Quoc V Le. 2019 · 2019

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