Naveen Arivazhagan | DeepAI

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∙ 09/21/2021

Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents

Document-level neural machine translation (DocNMT) delivers coherent tra...

0 Biao Zhang, et al. ∙

∙ 10/21/2020

Sentence Boundary Augmentation For Neural Machine Translation Robustness

Neural Machine Translation (NMT) models have demonstrated strong state o...

0 Daniel Li, et al. ∙

∙ 07/03/2020

Language-agnostic BERT Sentence Embedding

We adapt multilingual BERT to produce language-agnostic sentence embeddi...

0 Fangxiaoyu Feng, et al. ∙

∙ 05/11/2020

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation

Over the last few years two promising research directions in low-resourc...

0 Aditya Siddhant, et al. ∙

∙ 04/07/2020

Re-translation versus Streaming for Simultaneous Translation

There has been great progress in improving streaming machine translation...

0 Naveen Arivazhagan, et al. ∙

∙ 02/17/2020

Controlling Computation versus Quality for Neural Sequence Models

Most neural networks utilize the same amount of compute for every exampl...

0 Ankur Bapna, et al. ∙

∙ 12/06/2019

Re-Translation Strategies For Long Form, Simultaneous, Spoken Language Translation

We investigate the problem of simultaneous machine translation of long-f...

0 Naveen Arivazhagan, et al. ∙

∙ 09/18/2019

Simple, Scalable Adaptation for Neural Machine Translation

Fine-tuning pre-trained Neural Machine Translation (NMT) models is the d...

0 Ankur Bapna, et al. ∙

∙ 09/05/2019

Investigating Multilingual NMT Representations at Scale

Multilingual Neural Machine Translation (NMT) models have yielded large ...

1 Sneha Reddy Kudugunta, et al. ∙

∙ 09/01/2019

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

The recently proposed massively multilingual neural machine translation ...

0 Aditya Siddhant, et al. ∙

∙ 08/31/2019

Small and Practical BERT Models for Sequence Labeling

We propose a practical scheme to train a single multilingual sequence la...

0 Henry Tsai, et al. ∙

∙ 07/11/2019

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

We introduce our efforts towards building a universal neural machine tra...

0 Naveen Arivazhagan, et al. ∙

∙ 06/12/2019

Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

Simultaneous machine translation begins to translate each source sentenc...

0 Naveen Arivazhagan, et al. ∙

∙ 03/17/2019

The Missing Ingredient in Zero-Shot Neural Machine Translation

Multilingual Neural Machine Translation (NMT) models are capable of tran...

0 Naveen Arivazhagan, et al. ∙

∙ 03/31/2016

Neural Language Correction with Character-Based Attention

Natural language correction has the potential to help language learners ...

0 Ziang Xie, et al. ∙

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