Natural Language Processing

7 Key RAG Use Cases and Applications to Explore in 2024

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7 Key RAG Use Cases and Applications to Explore in 2024

Explore the diverse use cases of RAG across various fields, from enhancing customer support to analyzing financial markets. Retrieval-Augmented Generation (RAG) is a game-changing technology that combines artificial intelligence with information retrieval and language generation capabilities, enabling AI systems to provide users with accurate, data-driven responses. This approach is particularly effective in customer support, healthcare, … Read more

Overview of AI Large Models: 244 Domestic and International Models

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Overview of AI Large Models: 244 Domestic and International Models

Introduction: In the digital age, data has become the new oil, and large data models have become the key engine driving the transformation of this era. So, what is a large model? In simple terms, a large model refers to a model trained using massive amounts of data through advanced algorithms and technologies, possessing powerful … Read more

The Sycophantic Behavior of RLHF Models from Claude to GPT-4

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The Sycophantic Behavior of RLHF Models from Claude to GPT-4

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate and doctoral students, university teachers, and corporate researchers. The Vision of the Community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted … Read more

The Path to AGI: 19 Landmark Papers in AI History

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The Path to AGI: 19 Landmark Papers in AI History

Source: AI Unconventional Frank Some people around say that AI seems to have suddenly become popular in the past two years, instantly transforming into the products we are familiar with today. In November 2022, ChatGPT emerged like a thunderbolt. But where did the thunder come from? From the perspective of academic research, the explosion of … Read more

General Intelligence Is a Misnomer

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General Intelligence Is a Misnomer

General Artificial Intelligence (AGI) is considered a misnomer, not because current artificial intelligence systems are far from achieving general intelligence, but because they fundamentally cannot use intelligence to perform various tasks and learn like humans. Although it possesses capabilities in perception, reasoning, learning, and creativity, and can adapt to different environments and tasks, it is … Read more

Understanding AGI: Insights from Fei-Fei Li

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Understanding AGI: Insights from Fei-Fei Li

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers. The Vision of the Community is to promote the exchange and progress between academia, industry, and enthusiasts in natural language processing and machine learning, especially for beginners. Reprinted from | … Read more

The Correct Way to Use DeepSeek: Last Warning Before Spring Festival

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The Correct Way to Use DeepSeek: Last Warning Before Spring Festival

Three days ago, a recommendation for DeepSeek I posted unexpectedly went viral. In just 72 hours, it garnered over 70,000 views, gained more than 1,000 followers, and attracted 11 business collaboration inquiries. However, what I didn’t expect was: I received help requests from over 50 readers, almost all facing similar issues: Seeing this feedback, I … Read more

How to Use Domestic AI Model DeepSeek to Learn English?

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In recent days, the hottest product in the tech circle is DeepSeek, a domestic AI model product developed by the leading domestic quantitative hedge fund, Huanshifang Quant. Compared to overseas models like ChatGPT, the biggest feature of DeepSeek is that it can achieve high performance with extremely low training costs, providing new possibilities for the … Read more

DeepSeek Hands-On Guide: Master AI Tools to Boost Learning and Work Efficiency!

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DeepSeek Hands-On Guide: Master AI Tools to Boost Learning and Work Efficiency!

DeepSeek for Beginners! Detailed Explanation of All Functions and Practical Guide to Help You Become an AI Expert What is DeepSeek? DeepSeek is a tool based on artificial intelligence technology, designed to help users efficiently process and analyze data, generate content, optimize workflows, and more. Whether it’s data analysis, natural language processing, or automating tasks, … Read more

Comprehensive Guide to Using DeepSeek: From Novice to AI Expert

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Comprehensive Guide to Using DeepSeek: From Novice to AI Expert

Comprehensive Guide to Using DeepSeek: Unlocking Infinite Possibilities of AI Assistants 1. Understanding DeepSeek: The Next-Generation Intelligent Assistant DeepSeek is a versatile AI assistant that integrates natural language processing and deep learning technologies, possessing core capabilities in knowledge Q&A, data analysis, programming assistance, and creative generation. As a multimodal intelligent system, it supports not only … Read more