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Unpacking the Black Box State of the Machine Translation Union

机译:打开机器翻译联盟的黑匣子状态

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摘要

It's the start of 2021 - a time to look back and a time to look ahead. This time of year, we all love a good list. Whether it's a retrospective on things that have happened in the previous 12 months, or predictions about what's going to happen in the coming year, they are staple of articles far and wide, and this one will be no exception!But rather than doing one or the other, we are going to do a little bit of both. We will take a look back at three key developments in the field of machine translation (MT) in 2020, and what we think we'll see happen in 2021. From a high level, MT research and development continued to advance at pace in 2020, if not quite at the pace of previous years after the initial flurry of activity around neural MT. In addition to the academic mainstays, research has continued to be prominent at big tech companies like Google, Facebook, and Microsoft, with Apple recently joining the fray. Language service providers have also been investing in machine translation technology to bring it in-house, with some notable M&A activity over the past 12 months.
机译:这是2021年的开始 - 一个回顾的时间以及一个展望未来的时间。一年中的这个时候,我们都喜欢一个良好的名单。无论是对前12个月发生的事情的回顾,还是关于在来年将发生的事情的预测,他们都是宽阔的文章的主食,这一个也不会例外!但不是做一个或另一个,我们都会做一点点。我们将在2020年期间回顾机器翻译(MT)领域的三个关键发展,我们认为我们将在2021年发生的情况。从高水平,MT的研究和开发继续在2020年的步伐推进,如果在神经MT周围的初始活动的速度速度之后不完全是往年的速度。除了学术主动之外,研究还在谷歌,Facebook和Microsoft等大型科技公司继续突出,苹果最近加入了磨损。语言服务提供商也在投资机器翻译技术,使其在内部,在过去12个月内有一些值得注意的并购活动。

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