Understanding Embedding in Language Models

Understanding Embedding in Language Models

Original: https://zhuanlan.zhihu.com/p/643560252 Like most people, my understanding of natural language processing and language models began with ChatGPT. Like most people, I was shocked by ChatGPT’s capabilities upon first contact — silicon-based intelligence has indeed achieved understanding human language. I also had the almost universal question: how is this achieved? Does the potential of silicon-based intelligence … Read more

Human-Machine Collaboration in Interpretation

Human-Machine Collaboration in Interpretation

In the past century, information and communication technology has empowered interpretation to achieve continuous breakthroughs. In the 1920s, the advent of wired voice transmission technology enabled simultaneous interpretation systems where interpreters could listen and translate in real-time, revolutionizing traditional interpretation working models. In the 1960s and 70s, the emergence of computers and the internet reshaped … Read more

When Can Machine Translation Replace Humans?

When Can Machine Translation Replace Humans?

I care about the world, you care about me. Last week, the eighth session of the “Huke Frontier Knowledge Lecture Series” We invited top AI expert Min Kerui to discuss the developments in machine translation over the years and to live demo the current level of machine translation. Tracing the history of machine translation and … 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

Step-By-Step Guide to AI Translation: Understanding Deep Meanings

Step-By-Step Guide to AI Translation: Understanding Deep Meanings

After the first installment of “Step-By-Step Guide to AI Translation”, I believe everyone has gained a preliminary understanding of this new service of AI large model translation. In the following articles, we will teach you how to utilize AI translation to solve translation problems in work and learning. This article focuses on teaching you how … Read more

Machine Translation: Human Replacement May Never Happen

Machine Translation: Human Replacement May Never Happen

This article is adapted from: Language Service Think Tank Author: Li Changshuan (Vice Dean and Professor at the School of Advanced Translation, Beijing Foreign Studies University) The development of artificial intelligence is very rapid, and the accuracy of translation is increasing, leading to concerns about whether translators will lose their jobs. Some parents even worry … Read more

Core Principles of Machine Translation Technology

Core Principles of Machine Translation Technology

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

Basic Classification and Working Principles of Machine Translation

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

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

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