Python Natural Language Processing: Analyzing Moments to Find Your Best Match!

Python Natural Language Processing: Analyzing Moments to Find Your Best Match!

Last night, while lying in bed scrolling through Moments, a quirky thought popped into my head: what if I could use Python to analyze my Moments and see who I resonate with the most? That would be so interesting! Without hesitation, I jumped up and started tinkering with the code. Don’t laugh, this isn’t just … Read more

AI Technologies in Smartwatch Applications

AI Technologies in Smartwatch Applications

In recent years, with the advancements in artificial intelligence, big data, and other technologies, the smart wearable industry has developed rapidly. At the same time, the alignment between smart wearable devices and user needs has also improved quickly, not only enhancing user experience but also giving rise to more application scenarios. As a portable smart … Read more

AI Technologies Used in Smartwatch Applications

AI Technologies Used in Smartwatch Applications

In recent years, with advancements in artificial intelligence, big data, and other technologies, the smart wearable industry has rapidly developed. Meanwhile, the alignment of smart wearable devices with user needs has also quickly improved, not only enhancing user experience but also giving rise to more application scenarios. As a portable smart wearable device, smartwatches have … Read more

Understanding LoRA: Low-Rank Adaptation for Large Language Models

Understanding LoRA: Low-Rank Adaptation for Large Language Models

Introduction LoRA (Low-Rank Adaptation of Large Language Models) is a very practical fine-tuning framework for large models. Before the emergence of LoRA, I used to manually modify parameters, optimizers, or layer counts to “refine” models, which was extremely blind. However, the LoRA technique allows for quick fine-tuning of parameters. If the results after LoRA fine-tuning … Read more

6 Key Technologies in Artificial Intelligence Applications Explained

6 Key Technologies in Artificial Intelligence Applications Explained

Introduction: In China’s “Artificial Intelligence Standardization White Paper (2018)”, a definition of artificial intelligence is given: “Artificial intelligence is the theory, methods, technologies, and application systems that utilize digital computers or machines controlled by digital computers to simulate, extend, and enhance human intelligence, perceive the environment, acquire knowledge, and use knowledge to achieve optimal results.”“ … Read more

What Is Artificial Intelligence?

What Is Artificial Intelligence?

A few days ago, a dog became famous worldwide due to a game of Go with AlphaGo. So, at the request of a small number of students, I would like to share with everyone what is called artificial intelligence. The definition of artificial intelligence can be divided into two parts: “artificial” and “intelligence.” The term … Read more

Strong AI vs Weak AI: Understanding the Differences

Strong AI vs Weak AI: Understanding the Differences

A popular definition of artificial intelligence, which is also one of the earlier definitions in the field, was proposed by John McCarthy of MIT at the Dartmouth Conference in 1956 (though this is controversial): artificial intelligence is about making machines behave like intelligent human beings. However, this definition seems to overlook the possibility of strong … Read more

AI Agent: From Tool to User of Tools

The AI chat application Kimi has quickly gained popularity, introducing a reward-based charging model. Compared to membership fees, this approach of humanizing AI provides a brand new experience and prompts us to reflect on the changing relationship between AI and humans. Pre-trained Large Models: From “Specialized” to “General”.Over the past 30 years, AI researchers have … Read more

From Specialized to Generalized: Trends and Prospects in AI

From Specialized to Generalized: Trends and Prospects in AI

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university professors, and corporate researchers. The Vision of the Community is to promote communication and progress between the academia and industry of natural language processing and machine learning, especially for the advancement of … Read more

From Weak AI to General AI: Evolution and Future of AI

From Weak AI to General AI: Evolution and Future of AI

Imagine if Alan Turing and John McCarthy had Instagram; their posts might crash the servers! The history of artificial intelligence in the tech world has been like a roller coaster, experiencing thrilling highs and frustrating lows. In 1950, Turing proposed the “Turing Test,” which was like dropping a depth charge in the tech community. Then, … Read more