The Shallow Nature of Machine Translation

The Shallow Nature of Machine Translation

Authorized by AI Technology Camp (ID: rgznai100) Translation: Shawn This article contains 10,000+ words, suggested reading time is 10+ minutes. American scholar Douglas Hofstadter points out through his personal experience with Google Translate that machine translation currently lacks thought and is difficult to replace humans. [ Introduction ] Although machine translation is clearly not capable … Read more

Machine Translation: Born in the Cold War, Rebuilding Babel for Humanity

Machine Translation: Born in the Cold War, Rebuilding Babel for Humanity

Source: Scientific American Author: Chen Zongzhou This article is 5200 words long and is recommended to be read in 5 minutes. This article reviews the history of machine translation and analyzes how this field, once in decline, has made a leap forward and may soon break down language barriers between different nations. In March 2017, … 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

Review: Google Translate Integrates Neural Networks for Breakthroughs in Machine Translation

Review: Google Translate Integrates Neural Networks for Breakthroughs in Machine Translation

Selected from Google Research Authors: Quoc V. Le, Mike Schuster Translated by: Machine Heart Contributors: Wu Pan 2016 was a year of continuous breakthroughs in artificial intelligence. This year, we experienced breakthroughs in speech recognition, the flourishing of style transfer, advancements in neural machine translation, and more. Machine Heart closely followed each announcement. As the … Read more

AI-Driven Translation: The Evolution of Neural Machine Translation

AI-Driven Translation: The Evolution of Neural Machine Translation

New Intelligence Report Author: Hu Xiangjie 【New Intelligence Overview】 With AlphaGo’s victory over Ke Jie, the panic triggered by AI has spread not only in the Go community but also into almost every field, with translation being particularly impacted. The emergence of deep learning has greatly transformed machine translation: since 2013, neural network-based machine translation … Read more

Machine Translation: Born in the Cold War, Yet Rebuilding Babel for Humanity

Machine Translation: Born in the Cold War, Yet Rebuilding Babel for Humanity

This article is the seventh installment of the series “AI Legends” written by Mr. Chen Zongzhou, the editor-in-chief and president of Global Science. In this installment, Mr. Chen will lead us to review the development history of machine translation over the past half century. How did this field, which fell into a low tide shortly … Read more