Understanding LDA Algorithm for Keyword Extraction in NLP

Understanding LDA Algorithm for Keyword Extraction in NLP

Click the “MLNLP” above, and choose to add “star” or “top” Heavyweight content delivered promptly Reprinted from the public account: Deep Learning Natural Language Processing Citation How do people conveniently browse and obtain information from a large amount of text? The answer is certainly through keywords. Think about it carefully, how do we extract keywords? … Read more

Summary of Dimensionality Reduction Algorithms in Machine Learning

Summary of Dimensionality Reduction Algorithms in Machine Learning

Source: Algorithm Advancement This article is about 7500 words long and is recommended for a 10-minute read. It provides an information table of seven algorithms, summarizing the parameters and main objectives of each algorithm, and introduces some basic concepts of dimensionality reduction. Recently, I have been looking into some dimensionality reduction algorithms. This article first … Read more

Application and Case Study of Word2Vec Technology in C Journals

Application and Case Study of Word2Vec Technology in C Journals

1. Introduction Hello everyone! After the Lantern Festival and the New Year, let’s embrace the new year with vigor! A few days ago, while browsing Xiaohongshu, I came across a post titled: Useful! Treasure WeChat Public Accounts in the Field of Information Science. I took a closer look and saw our Information Science Charging Station. … Read more