Startup Guide for Digital Marketing Agency

Siamese Multi-depth Transformer-based Hierarchical Encoder

Before we try to understand how this blog Google’s Smith algorithm and SEO is going to be useful to the bloggers with SEO we go through the development search criteria.

Historically, the need for natural language processing by computer, was because of the colossal volume of text .

Natural language processing is (as “Natural Language Processing, or NLP for short, ) broadly defined as the automatic manipulation of natural language, like speech and text, by software.” Reference

Google Smith algorithm and SEO is an investigating blog, so that bloggers can benefit with better SEO compliance

Search engines scan through several million texts and write ups. It is humanly impossible to do this. Therefore, this task is with the help of computers By using artificial intelligence, which enables machine learning possible. After, machine capability is built and as new technology is refined with more and more trials, we use new process for ascertaining written texts’ quality in terms of relevance, meaning of words (semantics) Algorithms are used.

Smith algorithm is better than BERT

Algorithms determine the Search Engine Ranking Pages. It is a continuous process, meaning updated frequently. Because of this, browsers get absolutely useful and relevant high quality results. As Google, is striving constantly to filter contents which conform to its quality standards.

Some of the most notable Google core updates include:

  • Penguin
  • Panda
  • Fred
  • Hummingbird
  • Pigeon
  • BERT
  • Rankbrain
  • Medic
  • Possum
  • Mobilegeddon
  • Freshness

” Google does not generally say what specific algorithms it is using. Although the researchers say that this algorithm outperforms BERT, until Google formally states that the SMITH algorithm is in use to understand passages within web pages, it is purely speculative to say whether or not it is in use.Search Engine Journal

Merits of Smith algorithm

Before we proceed to find out about Smith algorithm it is necessary to understand its predecessor BERT .

Bert is ”  neural network-based technique which we normally use for natural language processing (NLP) pre-training. BERT stands for Bidirectional Encoder Representations from Transformers. “

Google constantly improve their search bot algorithms constantly to give better user experience for the browsers. The latest more powerful one is Smith.

Operational effectiveness of Bert is limited to single sentence. Interpreting semantic content in the context of whole paragraph or content was not acheived.

Now comes SMITH algorithm which with robust capacity and can perform better than BERT. Whereas, SMITH tries to understand sentences within documents.

” The Transformer in NLP is a novel architecture that aims to solve sequence-to-sequence tasks while handling long-range dependencies with ease. … The idea behind Transformer is to handle the dependencies between input and output with attention and recurrence completely”

How to adopt to new challenge?

Therefore we consider, in the above scenario we as bloggers aiming to rank high in search engines have to study our SEO efforts.

  1. Therefore, by making your content highly relevant to the topic you have chosen improve ranking
  2. As a result, each of your sentence is more logical to the core idea.
  3. Weigh your words for their meaning objectively
  4. Consequently Evaluate your content as a whole

If we keep these point in mind then we are sure to rank higher.


Hi, I am J.V.Rangan, In my long career as Mechanical Engineer & Project Manager, I realized that education is not sufficient to be Entrepreneur. So I am on a mission to help entrepreneurs and youth to succeed in their venture. Digital Marketing Business Mastery is the Skill I promote

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  1. Pingback: seo-artificial-intelligence-and-big-data/ Machine Learning and Algorithms

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