Natural Language Processing

Basic Classification and Working Principles of Machine Translation

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Basic Classification and Working Principles of Machine Translation

1.Basic Types of Machine Translation Systems: Existing machine translation systems can be classified into three basic types based on their fundamental working principles: Rule-Based machine translation, Example-Based machine translation, and Statistical machine translation. 1.1.Rule-Based Machine Translation Systems (Rule-Based Machine Translation, RBMT): The basic working principle is based on the assumption that an infinite number of … Read more

Current Challenges in Machine Translation Technology

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Current Challenges in Machine Translation Technology

This article is sourced from: New Intelligence Yuan Reprinted from: Machine Translation Observation On May 30, the 4th session of the Zhiyuan Forum, hosted by the Beijing Zhiyuan Artificial Intelligence Research Institute, titled “Knowledge and Cognitive Graphs,” was successfully held at Tsinghua University. Liu Yang, a tenured associate professor in the Department of Computer Science … Read more

Feng Zhiwei: Machine Translation Should Strengthen Humanity Core

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Feng Zhiwei: Machine Translation Should Strengthen Humanity Core

Expert Introduction Feng Zhiwei, researcher at the Language Application Research Institute of the Ministry of Education, doctoral supervisor, member of the academic committee, computational linguist, specializes in interdisciplinary research in linguistics and computer science. Currently, he is a part-time professor at Peking University, Zhejiang University, and Dalian Maritime University, and a Tianshan Scholar at Xinjiang … Read more

Evaluating 8 Translation Tools: Which AI Translation Technology Is Best?

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Evaluating 8 Translation Tools: Which AI Translation Technology Is Best?

What’s trending in the investment circle now? No need to ask, it’s definitely the sharing economy and artificial intelligence. Speaking of artificial intelligence, I’ve been hearing people talk recently: “AI translation will replace simultaneous interpretation” and “people in the translation profession are not far from being laid off”; on one side, a company showcases AI … Read more

Focus on Terminology Hot Words: Unsupervised Machine Translation

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Focus on Terminology Hot Words: Unsupervised Machine Translation

This article is a joint introduction to computer industry terminology launched by the CCF Computer Terminology Review Committee and the CCF Natural Language Processing Special Committee. The hot word selected for this issue is Unsupervised Machine Translation, which is one of the current popular research directions. Unsupervised machine translation methods no longer rely on large-scale … Read more

Guide to Using Baidu Translate Effectively

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Guide to Using Baidu Translate Effectively

1. Tool Introduction 1.1 Main Features: Authoritative Dictionary: Includes authoritative Oxford and Collins dictionaries, covering 21 million entries, with a wealth of bilingual examples, video explanations, synonyms and antonyms, roots and affixes, synonym differentiation, usage examples, and English definitions. Local coverage includes 300,000 entries, allowing users to view professional dictionary definitions without an internet connection. … Read more

Legal Issues in Machine Translation: Insights

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Legal Issues in Machine Translation: Insights

By / Tang Wei Senior Legal Advisor, Tencent Legal Platform Department Machine Translation (MachineTranslation, MT) is an interdisciplinary field that combines linguistics, computer science, and automation technology, referring to the engineering process of translating one language into another using computers, with the core being the computer processing of bilingual knowledge.From the perspective of artificial intelligence, … Read more

Teaching Reform of Natural Language Processing Course Under New Engineering Background

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Teaching Reform of Natural Language Processing Course Under New Engineering Background

0 Introduction With the vigorous development of technologies such as the Internet, big data, and artificial intelligence, the new scientific revolution poses new opportunities and challenges for current engineering education in higher education institutions[1]. In 2017, the Ministry of Education actively promoted the construction of new engineering disciplines, striving to explore a Chinese model and … Read more

Multidimensional Examination of Machine Translation

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Multidimensional Examination of Machine Translation

Machine translation originated from research in Natural Language Processing (NLP), which is an intersection of linguistics and artificial intelligence, and can be seen as the practice of empowering translation through artificial intelligence technology. Currently, large language models represented by GPT, through deep learning on massive amounts of data, have gained powerful semantic analysis capabilities, allowing … Read more

Applications of Deep Learning in Natural Language Processing

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Applications of Deep Learning in Natural Language Processing

Source: “Communications of the China Computer Federation” 2015 Issue 3 “Special Topic” Authors: Liu Shujie, Dong Li, Zhang Jiajun, et al. Introduction to Deep Learning Deep learning is one of the most rapidly developing fields in machine learning in recent years. Strictly speaking, deep learning is not a completely new machine learning method, but a … Read more