Understanding Self-Attention Mechanism Calculation

Understanding Self-Attention Mechanism Calculation

Continuing from the last time: Attention Mechanism Series 1 – Why Introduce Attention Mechanism First, let’s talk about the role of the attention mechanism: It allows the model to dynamically focus on and process any part of the entire input sequence, without being limited by a fixed window size. This way, the model can selectively … Read more

Insights on Attention Mechanism Details

Insights on Attention Mechanism Details

Follow our WeChat public account “ML_NLP“ Set as “Starred“, delivering heavy content to you first! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/339123850 Author | Ma Dong Shen Me Editor | Machine Learning Algorithms and Natural Language Processing WeChat Public Account This article is for academic sharing only. If there is any infringement, please contact us to … Read more

Rethinking the Attention Mechanism in Deep Learning

Rethinking the Attention Mechanism in Deep Learning

↑ ClickBlue Text Follow the Jishi Platform Author丨Cool Andy @ Zhihu Source丨https://zhuanlan.zhihu.com/p/125145283 Editor丨Jishi Platform Jishi Guide This article discusses the Attention mechanism in deep learning. It is not intended to review the various frameworks and applications of the Attention mechanism, but rather to introduce four representative and interesting works related to Attention and provide further … Read more

In-Depth Explanation of Attention Mechanism and Transformer in NLP

In-Depth Explanation of Attention Mechanism and Transformer in NLP

Follow the public account “ML_NLP“ Set as “Starred“, heavy content delivered promptly! From | Zhihu Author | JayLou Link | https://zhuanlan.zhihu.com/p/53682800 Editor | Deep Learning Matters public account This article is for academic sharing only. If there is any infringement, please contact us to delete it. This article summarizes the attention mechanism in natural language … Read more

Understanding Self-Attention Mechanism in AI

Understanding Self-Attention Mechanism in AI

Programmers transitioning to AI are following this account👇👇👇 1. Difference Between Attention Mechanism and Self-Attention Mechanism The difference between Attention mechanism and Self-Attention mechanism The traditional Attention mechanism occurs between the elements of the Target and all elements in the Source. In simple terms, the calculation of weights in the Attention mechanism requires participation from … Read more