Six Common Patterns of Text Vectorization

Six Common Patterns of Text Vectorization

Source: Machine Learning AI Algorithm Engineer This article is approximately 1000 words, and it is recommended to read in 5minutes. This article introduces six common patterns of text vectorization. 1. Text Vectorization Text vectorization: representing text information as vectors that can express the semantics of the text, using numerical vectors to represent the semantics of … Read more

Comprehensive Understanding of N-Gram Language Models

Comprehensive Understanding of N-Gram Language Models

Reprinted from the public account 【AI Meets Machine Learning】 1. Introduction to Language Models What is a language model? Simply put, a language model is a model used to calculate the probability of a sentence, which is to judge the probability of whether a sentence is reasonable. Speaking of its applications, how to enable computers … Read more

Evaluating fastText Algorithm by Word2Vec Author

Click on the top “MLNLP“, select to add “starred” or “top” Heavyweight content delivered first time Editor: Yi Zhen https://www.zhihu.com/question/48345431 This article is for academic sharing only, if there is infringement, the article will be deleted. How to Evaluate fastText Algorithm Proposed by Word2Vec Author?Does Deep Learning Have No Advantage in Simple Tasks like Text … Read more