In today’s digital age, language processing technology is changing our lives and work at an unprecedented speed. From smart voice assistants to automatic translation software, from search engine optimization to sentiment analysis tools, the applications of natural language processing (NLP) are everywhere. Behind all this lies a key technology—the word vector model. Today, we will … Read more
After getting used to the operations of Word2Vec, today we will lift the lid and see what it’s really like inside. Word2Vec can transform words into vectors, which sounds quite magical, right? But once you understand the principle, you’ll find it’s just a little trick of assigning mathematical labels to words. Core Idea: Prediction Is … Read more
A crucial step in training a chatbot is word vector training. Whether it’s a generative chatbot or a retrieval-based chatbot, it is necessary to convert text into word vectors. The most popular word vector training model nowadays is Word2Vec. Today, I will guide you through training word vectors using Chinese Wikipedia. Training Data Download We … Read more
Introduction References Main Content Dataset Model Training Model Evaluation Model Tuning Extensions Bonus Introduction Hello everyone, I am a dropout from Royal Bruster University of Data Mining, I drink the strongest orange juice and dig the deepest corners—persistent as I am. Last week, I impulsively dug a big pit of Word2vec, leaving the practical part … Read more
Click on Machine Learning Algorithms and Python Learning ,Select Star Exciting content won’t get lost Source: Big Data Digest Embedding is one of the most fascinating ideas in machine learning. If you’ve ever used Siri, Google Assistant, Alexa, Google Translate, or even your smartphone keyboard for next-word prediction, you have likely benefited from this concept, … Read more
Click the image below to get the knowledge card Reading Difficulty: ★★☆☆☆ Skill Requirements: Machine Learning, Python, Tokenization, Data Visualization Word Count: 1500 words Reading Time: 6 minutes This article combines the recently popular TV series “Yanxi Palace” to analyze the character relationships from a data perspective. By collecting relevant novels, scripts, character introductions, etc., … Read more
JD NLP Enterprise Project Practical Training Camp Focusing on Cultivating the Top 10% NLP Engineers in the Industry Students interested in the course Add the course consultant’s WeChat Registration, course consultation 👇👇👇 01 Detailed Explanation of JD NLP Project Content △If you have questions about the course project content, you can watch this video 02 … Read more
The knowledge graph is a very popular technology recently, integrating web crawling, natural language processing, machine learning, deep learning, graph databases, complex network analysis, and many other hot technologies into one. The technology density is high, making it a product that companies are very interested in, such as constructing semantic search, Q&A platforms, and intelligent … Read more
There are many ways to install TensorFlow. This article will provide a detailed guide on how to install TensorFlow using pip. Available Installation Packages tensorflow — Current version for CPU only (recommended for beginners) tensorflow-gpu — Current version with GPU support (Ubuntu and Windows) tf-nightly — Nightly build for CPU only (unstable) tf-nightly-gpu — Nightly … Read more
Google has many GDEs (Google Developers Experts) around the world, all of whom are recognized experts by Google. GDEs are committed to spreading and promoting new technologies in various forms and helping developers solve problems encountered during the development process. Each GDE has made special contributions to their respective fields. The author of “A Simple … Read more