Machine translation technology has developed for over 80 years. The legend of the Tower of Babel is now a thing of the past; we can no longer reach the heavens. However, machine translation can help you discuss the World Cup elegantly with people all over the world, avoiding misunderstandings. 01 Machine Translation and the Legend … Read more
Popular Science Article The Past and Present of Machine Translation From the Tower of Babel to Esperanto, and now to machine translation, humanity has been trying to eliminate the barriers of language communication. The Tower of Babel fell short, Esperanto failed, where will machine translation go? Let us first review the development history of machine … Read more
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
1. Tool Introduction 1.1 Main Features ACT（Atman Cloud Translation, Atman Cloud Translation）is an online translation tool focused on the medical field, helping professionals in the pharmaceutical industry and professional translators to break free from cumbersome CAT tools, quickly improving translation speed and accuracy. The self-developed medical machine translation engine by Atman is trained on hundreds … Read more
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
1. What is a CAT Tool Computer-Aided Translation (CAT) tools broadly refer to all software that assists translators, including electronic dictionaries, search engines, and word processing software. In a narrower sense, it refers to computer tools specifically designed for translation tasks and their management, centered around translation memory technology, aimed at improving translation efficiency and … Read more
1. Tool Introduction Translate.com is an innovative translation platform that provides machine and human translation services for businesses worldwide. Founded in Newark, USA, Translate.com has been a leader in professional human translation, software localization, and advanced language services since 2011. The software supports 56 languages, offers document translation across hundreds of language pairs, as well … Read more
1. Tool Introduction Systran is an online translation system from France. It is one of the most widely used and diverse machine translation systems available today, capable of translating between 50 languages. It can translate text, websites, and documents, providing fast, accurate, and professional translations for various specialized fields, while being user-friendly and secure. Website: … Read more
Neural Machine Translation Systran is a language solutions provider headquartered in Paris, France. Recently, the company released a “Neural Machine Translation” engine, which is primarily targeted at enterprise-level users with its PNMT (Pure Neutral Machine Translation). Systran claims that this translation tool is very close to the fluency level of human translators, and according to … Read more
Written by Zhang Xiaojun, Lai Wen Abstract: Although neural machine translation models perform well with language pairs that have large-scale high-quality parallel corpora, experiments show that the performance of neural machine translation significantly decreases for low-resource language pairs, even underperforming traditional statistical machine translation models. This article analyzes the current challenges faced by neural machine … Read more