Understanding Machine Learning: Concepts, Schools, and Algorithms

Understanding Machine Learning: Concepts, Schools, and Algorithms

Source: Machine Learning Grocery Store Deep Learning Go This article is about 3500 words, and it is recommended to read it in 7 minutes. This article introduces the basic concepts, schools, and common algorithms of machine learning. 1. Overview of Machine Learning 1. What is Machine Learning? Machines learn by analyzing large amounts of data. … Read more

Illustration of 72 Basic Machine Learning Concepts

Illustration of 72 Basic Machine Learning Concepts

1. Overview of Machine Learning 1) What is Machine Learning Artificial Intelligence (Artificial intelligence) is a new technical science that studies and develops theories, methods, technologies, and application systems to simulate, extend, and enhance human intelligence. It is a broad and vague concept, and the ultimate goal of artificial intelligence is to enable computers to … Read more

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

Understanding the Technological Foundation of AI: Vector Databases

Understanding the Technological Foundation of AI: Vector Databases

Written by丨Mony Researcher at Tencent Interactive Entertainment // Introduction As we know, we are deeply caught in the whirlpool of an artificial intelligence (AI) revolution. No matter which industry AI intervenes in, it brings revolutionary hopes and possibilities, while also triggering brand new challenges. For applications including large language models, generative AI, and semantic search, … Read more

Overview of Human Language Understanding and Reasoning

Overview of Human Language Understanding and Reasoning

Christopher Manning Currently a professor at Stanford University and head of the Stanford Natural Language Processing Group, Christopher Manning is a renowned scholar in the field of natural language processing. He is a fellow of prestigious international academic organizations such as the ACM, AAAI, and ACL, and has won best paper awards at top international … Read more

Transforming Translation Models Driven by Technology in the AI Era

Transforming Translation Models Driven by Technology in the AI Era

This article is sourced from: Shanghai Translation, 2023 Issue 4 Reprinted from: Translation Technology Education and Research Wang Junsong, Xiao Weiqing, Cui Qiliang (Northwestern Polytechnical University, Shanghai International Studies University, University of International Business and Economics) Abstract In the era of artificial intelligence, the rapid advancement of translation technology has greatly promoted the development of … Read more

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

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