Emotional Bias of Users in Information Bubbles on Social Networks

Emotional Bias of Users in Information Bubbles on Social Networks

The original text was published in the “Emotions and Communication” column of the Global Communication Journal, 2022, Issue 4. Authors Xu Xiang: Professor at the School of Arts and Communication, Tongji University. Dong Jieyun: Undergraduate student at the School of Arts and Communication, Tongji University. Abstract [Abstract] This paper takes Sina Weibo users (N=2143) as … Read more

Deep Learning Text Representation Models

Deep Learning Text Representation Models

Source: Poll’s Notes Original URL:http://www.cnblogs.com/maybe2030/ Reading Directory 1. Word Vectors 2. Distributed Representation of Word Vectors 3. Word Vector Models 4. Word2Vec Algorithm Concepts 5. Doc2Vec Algorithm Concepts 6. References Deep learning has opened a new chapter in machine learning, and significant breakthroughs have been made in applying deep learning to images and speech. Deep … Read more

Vector Representation of DNA Sequences

Vector Representation of DNA Sequences

/Medical Bioinformatics/ ABOUT US ⌈ Medical Bioinformatics βŒ‹ is a public account operated by the “Medical Genetics and Bioinformatics Research Group” at Central South University. The research group develops new tools, platforms, and databases for accurately interpreting gene variations and identifying candidate genes using bioinformatics, artificial intelligence, deep learning, etc., applying them to neuropsychiatric diseases … Read more

A Quick Overview of Word Vector Models in Ten Minutes

A Quick Overview of Word Vector Models in Ten Minutes

When it comes to word vector models, many people’s first reaction is word2vec. In fact, the family of word vectors has many interesting members that differ in style from word2vec. At the same time, there are many improvements on top of word2vec. Here, I will briefly take you through these interesting word vector models in … Read more

Stunning Ideas and Techniques in Deep Learning

Stunning Ideas and Techniques in Deep Learning

Hello everyone, I am Hua Ge. This article summarizes the stunning ideas, algorithms, and papers in deep learning. Stunning Ideas Attention Mechanism The core idea of the attention mechanism is to allow the model to allocate different attention weights based on the importance of the data while processing it. This mechanism enables the model to … Read more

Language Data Mining and Python Programming Course

Language Data Mining and Python Programming Course

Click the above “Language Services” to subscribe. Language Data Mining and Python Programming | Course Name | Language Data Mining and Python Programming | Course Introduction | Python is a high-level programming language with a simple and easy-to-learn syntax structure. It emphasizes code readability and clarity, making it an ideal choice for beginners to start … Read more

How to Fix NLTK Downloader Error [Error 11004] Getaddrinfo Failed

How to Fix NLTK Downloader Error [Error 11004] Getaddrinfo Failed

When opening the NLTK downloader, a pop-up window shows the message [Error 11004] getaddrinfo failed. # Open NLTK downloader import nltk nltk.download() What should be done when this problem occurs? Many people go down the wrong path, wasting a lot of time on it. First, return to the code, where the output message has already … Read more

Human-Machine Collaboration in Interpretation

Human-Machine Collaboration in Interpretation

In the past century, information and communication technology has empowered interpretation to achieve continuous breakthroughs. In the 1920s, the advent of wired voice transmission technology enabled simultaneous interpretation systems where interpreters could listen and translate in real-time, revolutionizing traditional interpretation working models. In the 1960s and 70s, the emergence of computers and the internet reshaped … 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