SUMMARIZATION in Chinese translation

• 总结
• 汇总

Examples of using Summarization in English and their translations into Chinese

Automatic text summarization is the task of producing a concise and fluent summary while preserving key information content and overall meaning.
自动文本摘要的任务是生成简明扼要的摘要，同时保留关键信息内容和整体含义”.

Ultimately, they have developed a new method of text summarization that is language-independent, and that's a big part of the magic.
最终，他们开发了一种新的文本摘要方法，它是语言无关的，这是魔法的一个很大一部分。

Data characterization is a summarization of the general characteristics or features of a target class of data.
数据表征（Datacharacterization）-是对目标类数据的一般特征或特征的总结。

Deep learning has significantly improved state-of-the-art performance for natural language processing tasks like machine translation, summarization, question answering, and text classification.
深度学习已经显著地改善了自然语言处理任务中的最先进的性能，如机器翻译、摘要、问答和文本分类。

Last said that his team has applied for a U.S. patent on their text summarization methods.
最后说，他的团队已经申请了美国专利的文本摘要方法。

All of the building blocks allow for building complex research systems for different tasks, for example, sentiment analytics, automatic summarization.
所有的构建块都可以为不同的任务构建复杂的研究系统，例如情绪分析、自动摘要。

To that end, a relatively recent application of RL is in text summarization.
为此，RL的相对比较新的应用是在文本摘要中。

Data science practitioner Jason Brownlee from Machine Learning Mastery notes that the library focuses on modeling data but not on its loading, manipulation, and summarization.
来自MachineLearningMastery的数据科学从业者JasonBrownlee指出，该库侧重于建模数据，而不是其加载，操作和摘要。

The introspection on"Living changes China" has shown that China's real estate industry has started self-examination and summarization.
对“居住改变中国”命题的自觉探讨，表明中国房地产界已经开始了理性的自我反刍和梳理。

Possible use case: The embeddings can be used as input for other NLP tasks, such as sentiment analysis, text summarization, etc.
可能的用例：嵌入内容可用作其他NLP任务的输入信息，比如情绪分析、文本摘要等等。

However, the email service that could potentially benefit from text summarization first could be Yahoo Mail, since Yahoo bought text summarization pioneer Summly in March.
然而，可能首先受益于文本摘要的电子邮件服务可能是YahooMail，因为雅虎在3月份收购了文本摘要先驱Sumely。

For instance, the data cubebased OLAP roll-up operation(Section 1.3.2) can be used to perform user-controlled data summarization along a.
例如，基于数据方的OLAP上卷操作（1.3.2小节）可以用来执行用户控制的、沿着指定维的数据汇总。

Researchers have recently applied RL to game play, robotics, autonomous vehicles, dialog systems, text summarization, education and training, and energy utilization.
研究人员最近将RL应用于游戏，机器人，无人驾驶，对话系统，文本摘要，教育和培训，以及能源利用。

Some OLAP systems that allow complex analysis of data may be classified as hybrid DSS systems providing modeling, data retrieval, and data summarization functionality.
一些允许复杂的数据分析的联机分析处理系统（OLAP）可以分类为混合DSS系统，并且提供模型和数据的检索，以及数据摘要功能。

Machine translation, spelling correction, part-of-speech tagging, word sense disambiguation, question answering, dialogue, summarization: the best systems in these areas all use learning.
基于统计的语言分析准确率能和人类媲美，machinetranslation，spellingcorrection，part-of-speechtagging，wordsensedisambiguation，questionanswering，dialogue，summarization，这些领域的最好系统全都在用机器学习。

Seq2seq is a family of machine learning approaches used for language processing.[1] Applications include language translation, image captioning, conversational models and text summarization.[2].
Seq2seq是用于自然语言处理的一系列机器学习方法。[1]应用领域包括机器翻译，图像描述，对话模型和文本摘要。[2].

Reduced routing entries: It supports manual route summarization on any interface.
减少路由条目-它支持所有接口上的手动路由总结。

Some approaches, called multi-document summarization, can condense multiple documents into one summary.
一些被称为多文档摘要（multi-documentsummarization）的方法可以将多个文档浓缩成一份摘要。

I will focus on three examples, text simplification, source code generation, and movie summarization.
我将重点介绍三个示例，文本简化，源代码生成和电影摘要生成。

Tf-idf can be successfully used for stop-words filtering in various subject fields including text summarization and classification.
Tf-idf可以成功用于包括文本摘要和分类在内的各种主题字段中的停用词过滤。