stat946w18/Synthetic and natural noise both break neural machine translation

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Introduction

  • Humans have surprisingly robust language processing systems which can easily overcome typos, e.g.

``Aoccdrnig to a rscheearch at Cmabrigde Uinervtisy, it deosn't mttaer in waht oredr the ltteers in a wrod are, the olny iprmoetnt tihng is taht the frist and lsat ltteer be at the rghit pclae.

  • A person's ability to read this text comes as no surprise to the Psychology literature