Neural Machine Translation Methods for Translating Text to Sign ...
网页5 天之前 · State-of-the-art techniques common to low resource Machine Translation (MT) are applied to improve MT of spoken language text to Sign Language (SL) glosses. In our experiments, we improve the performance of the transformer-based models via (1) data …
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%0 Conference Proceedings %T Neural Machine Translation Methods for …
Neural machine translation: A review of methods, resources, and …
网页2020年1月1日 · Neural machine translation has become the dominant approach to machine translation in both research and practice. This article reviewed the widely used …
- 作者: Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu
- Publish Year: 2020
A Gentle Introduction to Neural Machine Translation
网页2019年8月7日 · Neural machine translation, or NMT for short, is the use of neural network models to learn a statistical model for machine …
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Scaling neural machine translation to 200 languages - Nature
网页2024年6月5日 · Scaling neural machine translation to 200 languages is achieved by No Language Left Behind, a single massively multilingual model that leverages transfer …
Neural machine translation - Wikipedia
In 1987, Robert B. Allen demonstrated the use of feed-forward neural networks for translating auto-generated English sentences with a limited vocabulary of 31 words into Spanish. In this experiment, the size of the network's input and output layers was chosen to be just large enough for the longest sentences in the source and target language, respectively, because the network did not have any mechanism to encode sequences of arbitrary length into a fixed-size represent…
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Neural Machine Translation: A Review of Methods, Resources, and …
网页2020年12月31日 · In recent years, end-to-end neural machine translation (NMT) has achieved great success and has become the new mainstream method in practical MT …
Neural machine translation: Challenges, progress and future
网页2020年9月15日 · Machine translation (MT) is a technique that leverages computers to translate human languages automatically. Nowadays, neural machine translation …
Neural machine translation: past, present, and future
网页2021年7月9日 · Deep neural networks (DNN) have achieved great success in several research areas like information retrieval, image processing, and speech recognition. In …
Neural machine translation: A review of methods, …
网页2020年1月1日 · In this article, we first provide a broad review of the methods for NMT and focus on methods relating to architectures, decoding, and data augmentation. Then we summarize the resources …
Zero-Shot Translation with Google’s Multilingual …
网页2016年11月22日 · In addition to improving translation quality, our method also enables “Zero-Shot Translation” — translation between language pairs never seen explicitly by the system. Here’s how it works. Let’s say …
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