With the advancements in technology, paraphrasing has never been that easy. Now, there are different technologies developed that are making paraphrasing easier and more effective.
Take the example of AI and ML, which are the most advanced fields in technology. They are used in developing online tools and applications such as paraphrasing or any other tools. Both of these technologies play an important role in paraphrasing.
If you are willing to learn about AI and ML and their role in paraphrasing, you are on the right guide. Here we will talk about everything related to this.
What are AI and ML?
AI, aka Artificial Intelligence, is the set of tools and technologies that enable computers (machines) to learn, comprehend, and act like humans. It is used to perform complicated tasks in a way humans do.
On the other hand, ML, aka Machine Learning, is the subset of AI that can enable machines to learn something new without having to be trained for that.
In the paraphrasing tool, ML is used to understand the text and find the same context and different words that can be used instead of the specific word.
So, this was a quick overview of AI and ML. Now, let’s see how they can help in paraphrasing.
How Do AI and ML Help in Paraphrasing?
Here we will talk about some benefits of using both AI and ML together in the paraphrasing.
Understand the Context
The first benefit of these technologies is they understand the context of the given text. As you know, paraphrasing is all about changing words with synonyms.
But, let’s suppose you don’t understand what the text is or what it is conveying. Will you be able to rephrase it?
So, following this, the AI and ML technologies in the paraphrasing tool enable it to understand the context so that it can find the right words to convey it while keeping the real meaning.
Along with this, both these technologies also understand the tone of the given text so that it will remain intact while rephrasing. This happens in just a snap; the humans mind can’t experience it.
Replace Words with Appropriate Synonyms
Now, after the AI and ML understand the text context, they will refine their database and look for the appropriate synonyms that can be used instead of a specific word without disturbing the real meaning.
The paraphrasing tool has a database in which they are fed up with dictionaries and thesaurus. So, it works when you provide text, it analyzes it and checks it over the dictionary or thesaurus, and see which same context word can be replaced with it.
After that, the AI technology of the paraphrasing tool will use those to give you the output, which will be a totally new version of the original one.
Let us show you how this work. For explanation, we are going to use an AI paraphrasing tool called Paraphrase Online, which utilizes advanced AI algorithms. The text we used is its own sample text (it provides an option), and the output generated by it is shown below.
You can see that the text is almost entirely changed into a new version, but the intent is intact.
Change Sentence Structure
At first, paraphrasing was only about changing words with synonyms, but some people think that it is not paraphrasing because only changing a few words in the text doesn’t indicate that the text is not someone’s else or written work.
But with the advancement in technology, AI and ML have made some changes in it.
The paraphrasing tools created by AI also have the ability to change the sentence structure without altering its context. Not only that, when the tool analyzes the text, it changes the sentence structures.
If the subject is used at first and the object at last, it will replace their position without changing the main idea. In other words, you can say that they change the voice of the sentence from active to passive and vice versa.
Let’s show you how an AI paraphrasing tool does that. For this, the tool we will be using is the same one we used in the above heading.
See how this AI tool has done this work without changing the context.
Conclusion
So, this article was all about how AI and ML are helping in paraphrasing. Both these technologies have made paraphrasing easier and more effective than ever. The ML works to analyze the text on its own and understand its context.
And on the other hand, AI works to find the best synonyms for the specific word that don’t disturb the real meaning. Along with this, they also help to restructure sentences without disturbing the flow.