Abstract Machine translation (MT) is an important natural language processing task that
investigates the use of computers to translate human languages automatically. Deep …

This chapter discusses deep learning and its application to translation technology. It first
explains what deep learning is and how it works, with an introduction to key concepts, such …

With the development of natural language processing and text mining technology, it has
become a trend to mine and extract corresponding knowledge from unstructured text …

Detecting local topics from social media is an important task for many applications, ranging
from event tracking to emergency warning. Recent years have witnessed growing interest in …

We introduce a monolingual query method with additional webpage data to improve the
translation quality for more and more official use requirement of statistical machine …

最小错误率训练是统计机器翻译的标准调参方法, 在统计机器翻译建模过程中发挥着重要作用.
然而, 该方法在训练过程中容易出现训练过拟合现象, 即开发集训练得到的权重无法很好地适用 …