分词

According to the idea of EM, a language model is built increasingly by collection the fractional counts of patternsfrom the augmentations of all the segmentation candidates of a sentence.

基于EM的思想，每个句子所对应的所有的分词结果构成训练集，通过这个训练集和初始的语言模型可以估计出一个新的语言模型。

We all want to make the world a better place but,given finite resources,we should look for the most costeffective ways of doing so.

本句是由用逗号和&but&连接的两个分句组成的并列句。在第二个分句中，过去分词短语&given finite resources&用做状语。

The air is filled with vital fragrances for the fruits and vegetables piled high in the greengrocers' creative layouts.

空气里充满着被蔬菜水果商有创意的高高堆起的水果和蔬菜的香味。piled high 高高的堆起的过去分词短语做后置定语，表完成表被动

The air is filled with vital fragrances for the fruits and vegetables piled high in the greengrocers' creative layouts.

空气里充满着被蔬菜**商有创意的高高堆起的**和蔬菜的香味。piled high 高高的堆起的过去分词短语做后置定语，表完成表被动

On the basis of his analysis, we point out that V-ing does not have the effect of homogenisation, and it can only restrict the scope of profile.

基于他的分析，我们指出分词V-ing不能产生同质化的效果，只是限制侧面化的范围。

Langacker, a cognitive grammarian, takes the progressive as a stativizer, for the participle V-ing has the effect of profile restriction and homogenisation.

认知语法学家兰盖克认为进行体实质上是一个状态化结构，其主要原因是分词V-ing具有限制侧面化范围和同质化的效果，并且运用认知图示来描述这一状态化过程。

There are three forms in every verbs in English: Infinitive , Past , and Perfect .

每个动词都有三种变化：原型、过去式、过去分词。

There are two types of participle in English: the past participle and the present participle.

有些动词兼有规则和不规则的过去式和过去分词的形式。

PAST PARTICIPLE: arrived,gone...

过去分词：到达了，去了

In US English there is a preference for the regular past tense and past participle forms.

在美式英语中多用规则的过去式和过去分词的形式（dreamed、spoiled等）。

Singer Leona Lewis and former Led Zeppelin guitarist Jimmy Page emerged as the bus transformed into a grass-covered carnival float, and the pair combined for a rendition of "Whole Lotta Love".

歌手leona刘易斯和前率领的飞艇的吉他手吉米页出现巴士转化为基层所涵盖的嘉年华花车，和一双合并为一移交&整个lotta爱&。

This is Kate, and that's Erin.

这是凯特，那个是爱朗。