Recently statistical machine learning methods have been substantially attempted for this issue with some achievements.
近年来，许多学者尝试利用统计机器学习的方法来进行共指消解并取得了一定的进展。
In statistical machine translation field, the phrase-based translation model outperforms the word-based translation model.
在统计机器翻译领域，基于短语的翻译模型的性能优于基于词的翻译模型。
In recent years, statistical machine translation systems achieved good results in some machine translation evaluation test.
在近年举行的机器翻译评测中，统计机器翻译系统取得了很好的成绩。
Recently, many researchers try to handle coreference resolution with statistical machine learning and gain some achievement.
近年来，许多学者尝试利用统计机器学习的方法来进行共指消解并取得了一定的进展。
To deal with the long-distance reordering, a linguistically syntax-based reordering model was presented for phrasal statistical machine translation.
为了处理统计机器翻译中的长距离调序，在基于短语的统计翻译模型的基础上提出了句法调序模型。
Based on the current statistical machine translation, the size of corpus and the accuracy of word alignment mainly affect the performance of SMT systems.
在当前的基于统计的翻译方法中，双语语料库的规模、词对齐的准确率对于翻译系统的性能有很大的影响。
In this paper, some major methods of statistical machine translation are researched and discussed, including source-channel model and maximum entropy model.
本文首先对统计机器翻译若干主要方法进行了研究和探讨，包括基于信源信道思想和基于最大熵思想的若干模型。
The experiments in Chinese-English and French-English translation prove that this method can improve performance distinctly in statistical machine translation system.
通过对中英翻译和法英翻译的实验评测，证明了该方法可以明显改善统计机器翻译系统的性能。
On the basis of analyzing of process of producing query, this paper puts forward a new method of query expansion on the basis of model of statistical machine translation.
该文在分析了查询产生模型的基础上，提出了一种新的基于统计机器翻译的查询扩展方法。
It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization.
同时也包含了语法剖析、资讯萃取、统计式机器翻译、对话系统以及自动摘要等方法和模型的应用。
We will discuss the use of these methods and models in a variety of applications including syntactic parsing, information extraction, statistical machine translation, and summarization.
我们将在多种应用中讨论这些方法和模型的使用，包括句法分析，资讯抽取，统计机器翻译和自动摘要等。
Based on phrase-based statistical machine translation, a dynamical programming beam search decoding algorithm is put forward combining multi futures model using log-liner model approach.
在基于短语的统计机器翻译的基础上，结合对数线性模型的思想加入多个特征模型，研究了一种动态规划的柱搜索解码算法。
Statistical machine translation (SMT) is the text translation by the statistical parameter models obtained from the training corpus, which has become the mainstream of machine translation research.
统计机器翻译是利用基于语料库训练得到的统计参数模型，将源语言的文本翻译成目标语言，它是机器翻译的主流方向。
Statistical machine translation (SMT) is the text translation by the statistical parameter models obtained from the training corpus, which has become the mainstream of machine translation research.
统计机器翻译是利用基于语料库训练得到的统计参数模型，将源语言的文本翻译成目标语言，它是机器翻译的主流方向。
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