Current Challenges in Machine Translation Technology

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

Overview of Common CAT Tools in China and Abroad

Overview of Common CAT Tools in China and Abroad

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

Translate.com: A Hybrid of Machine and Human Translation

Translate.com: A Hybrid of Machine and Human Translation

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

Systran: A Machine Translation Platform with Multi-Industry Models

Systran: A Machine Translation Platform with Multi-Industry Models

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: Better Than Human Translation

Neural Machine Translation: Better Than Human Translation

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

Overview of Neural Machine Translation Methods for Low-Resource Languages

Overview of Neural Machine Translation Methods for Low-Resource Languages

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

Feng Zhiwei: Machine Translation Should Strengthen Humanity Core

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

Linguistic Pathways to Intelligent Machine Translation

Linguistic Pathways to Intelligent Machine Translation

Click the blue text to follow us To achieve the basic correctness of transformation in language level is the goal of machine translation in the short term. The linguistic interpreting of neural machine translation system, the full utilization of corpus implicit knowledge and external knowledge, and machine translation learning methods are the urgent problems to … Read more

Essential Tools for Aspiring Professional Translators

Essential Tools for Aspiring Professional Translators

Source: Zhihu LingoesFamily Wuge Today, translation technology research is thriving. Many beginners are only familiar with the names of various translation tools but have not fully utilized them, and some even struggle to distinguish between machine translation and computer-assisted translation. This article will use Trados as an example to clarify common misconceptions about computer-assisted translation. … Read more

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

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