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(1067) ARTIFICIAL INTELLIGENCE AND TEACHING LANGUAGES

机译:(1067)人工智能和教学语言

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Artificial Intelligence (AI), although being opposed to the natural intelligence, has become a vital and, sometimes, an integral part of modern society. Nowadays we see that AI and its distinct features are being applied in the growing number of areas, both in industry and services, public healthcare and education. In this article we provide an analysis of the current state of AI technologies applied in the area of language teaching. The language teaching process requires an individual approach to every participant of the language class - at the current state of educational system, it is sometimes hard or even impossible for a teacher to provide a sufficient attention and support to every member of the class. It may result in negative quality of language teaching process. We believe that a broader use of modern technologies such as AI might help improve this situation. In this article we focus our attention on investigation of Natural Language Processing (NLP), Machine Learning (ML), and Learning Analytics (LA) in education, how it is being implemented in language teaching and what possible ways for improvement exist. We observe the current problems of NLP, ML, LA and artificial intelligence in general, from the perspective of natural languages. Based on that observation, we suggest how AI can improve the quality of language teaching process and what problems the current society needs to solve in order for AI to have fruitful impact on education.
机译:人工智能(AI)虽然反对自然情报,但已成为现代社会的重要组成部分。如今,我们看到AI及其独特的特点是在工业和服务,公共医疗保健和教育中越来越多的地区。在本文中,我们提供了对语言教学领域应用的AI技术现状的分析。语言教学过程需要一个个人对语言类的每个参与者的方法 - 在当前的教育系统状态下,有时会难以甚至不可能为教师提供足够的关注和支持班级的每个成员。它可能导致语言教学过程的负面质量。我们认为更广泛地利用AI等现代技术可能有助于提高这种情况。在本文中,我们将注意力集中在对自然语言处理(NLP),机器学习(ML)和学习分析(LA)的调查,如何在语言教学中实施以及有什么可能的改进方式。从自然语言的角度来看,我们遵守NLP,ML,LA和人工智能的当前问题。基于该观察,我们建议AI如何提高语言教学过程的质量以及当前社会需要解决的问题,以便AI对教育产生富有成果的影响。

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