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
Before generating this question, we must first understand the differences between AI and human translation. Here is the answer provided by ChatGPT: ChatGPT: AI translation and human translation are two fundamentally different methods of translating text from one language to another. AI translation, also known as machine translation, is the use of computer algorithms and … Read more
Introduction Second Season of Computational Social Science Reading Club In the seventh session, we invite Dr. Jiaxin Pei from the University of Michigan, Ann Arbor, to introduce the basic process of Natural Language Processing (NLP) and focus on how to extend traditional manual coding to large-scale automated text analysis. Based on this, we will discuss … Read more
Open Source Frontline (ID: OpenSourceTop) compiled by Yuan Mei Compiled from: https://www.kdnuggets.com/2018/07/comparison-top-6-python-nlp-libraries.html Nowadays, Natural Language Processing (NLP) has become increasingly popular, especially in the context of deep learning. NLP is one of the fields of artificial intelligence that aims to understand and extract important information from text, and to further train based on text data. … Read more
Follow the official account “ML_NLP“ Set as “Starred“, valuable content delivered to you first! Author: Yang Chongyang, Harbin Institute of Technology SCIR 1. Introduction Traditional natural language processing methods are interpretable, including rule-based methods, decision tree models, hidden Markov models, logistic regression, etc., which are also known as white-box techniques. In recent years, deep learning … Read more
MLNLP Community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate 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 the progress of beginners. … Read more
Overview Details The Relationship Between This Sharing and the Computational Social Science Reading Group Text analysis is a very important research method in social sciences; however, the traditional manual coding method severely limits the sample size that can be researched, making it difficult to apply to large-scale data analysis. In this session, I will introduce … Read more
Case Background Sentiment analysis is an application area of natural language processing (NLP) that aims to understand and analyze the emotions expressed by people in text. This is very useful in areas such as product reviews, social media monitoring, and brand reputation management. Algorithm Principle: Naive Bayes Classifier The Naive Bayes classifier is a simple … Read more
On the morning of May 23, 2020, at the “ACL-IJCAI-SIGIR Top Conference Paper Reporting Meeting (AIS 2020)” organized by the Youth Working Committee of the Chinese Chinese Information Society, and hosted by the Beijing Zhiyuan Artificial Intelligence Research Institute and Meituan-Dianping, Jia Jia, a young scientist from Zhiyuan, doctoral supervisor at the Department of Computer … Read more
[Smart Butterfly Guide] Natural Language Processing (NLP) is a subfield of AI that extracts structured data from unstructured text information used in everyday human communication, allowing computers to understand it. This article introduces NLP in a simple and easy-to-understand manner and implements several interesting examples using Python. Natural Language Processing (NLP) is a subfield of … Read more