[Help] How to build a Paraphraser?

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duran1

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Hey,

i need your help.. maybe you have some hints for me.

I try to build my own paraphraser, to get the text looks like human text.

So i tried the https://github.com/PrithivirajDamodaran/Parrot_Paraphraser - its actually really awesome.

But the output is not in html.. and the current build is only for english text.

------ Before i invest to much time in testing, incl. changing dataset etc.

Does someone has any idea, how to create your own paraphraser?

------

What i want to achive:

Input Html text
Changing Words / Sentences (on a dataset/ database / trained model)
Output text in html

------

i will add a Database of words which AI typically used.
 
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I doubt this will help much but when I had the same task of using a paraphraser - after a quick research I simply decided to go with quillbot and similar software, for me the choice was wordai.com - it was a lot cheaper to just run with their service than to build something in-house. they have HTML support too. They currently supports only English but perhaps that could be hacked by using AI translation middleware?
 
lucky.sparks said:
I doubt this will help much but when I had the same task of using a paraphraser - after a quick research I simply decided to go with quillbot and similar software, for me the choice was wordai.com - it was a lot cheaper to just run with their service than to build something in-house. they have HTML support too. They currently supports only English but perhaps that could be hacked by using AI translation middleware?
Click to expand...

Wordai.com only supports english, when i translate it into any other language it gets detected as AI content. (Translate with openai, google translate, deepl translate).

ItsAllTheWayUp said:
I don't what exactly you mean with paraphrasing. To write the same length just differently? Or do you mean summarization.

You can simply take a look on huggingface, there are plenty of models. All kind of solutions for everybodies needs

https://huggingface.co/facebook/bart-large-cnn
Click to expand...

Different enough not getting caught as AI Content.

I had checked huggingface, and researched, thought any of you had built their own paraphraser before.
 
duran1 said:
Wordai.com only supports english, when i translate it into any other language it gets detected as AI content. (Translate with openai, google translate, deepl translate).



Different enough not getting caught as AI Content.

I had checked huggingface, and researched, thought any of you had built their own paraphraser before.
Click to expand...
To be honest, I need to take a deeper look in it. But basically there are humanizer tools also on huggingface. I'm pretty sure you can fine-tune one of them to all your needs. https://huggingface.co/mradermacher/humanizerAI-GGUF But again I have to do it myself to be sure. If I have time, I make this as my project. There are so many money to make out of this humanizer tools.

Sorry that I can't help you
 
duran1 said:
Hey,

i need your help.. maybe you have some hints for me.

I try to build my own paraphraser, to get the text looks like human text.

So i tried the https://github.com/PrithivirajDamodaran/Parrot_Paraphraser - its actually really awesome.

But the output is not in html.. and the current build is only for english text.

------ Before i invest to much time in testing, incl. changing dataset etc.

Does someone has any idea, how to create your own paraphraser?

------

What i want to achive:

Input Html text
Changing Words / Sentences (on a dataset/ database / trained model)
Output text in html

------

i will add a Database of words which AI typically used.
Click to expand...
So you basically need a tool for your content not to seem too A.I.sh? I haven't understood what you wanted.
 
I want to built my own Paraphraser. Yes the main aim is to change the content, so its not getting detected as AI Content.

Current Tools on the market works mostly for english content, and not for other languages.

Nikolaos said:
So you basically need a tool for your content not to seem too A.I.sh? I haven't understood what you wanted.
Click to expand...
 
duran1 said:
I want to built my own Paraphraser. Yes the main aim is to change the content, so its not getting detected as AI Content.

Current Tools on the market works mostly for english content, and not for other languages.
Click to expand...
Maybe you could use grammarly to paraphrase and then google translate to translate back to your language. Sure the translating part will not work at 100% and you will need to manually edit some parts but it would be way faster and cheaper than doing all the work manually. Also you've found a market need if you go make a good paraphraser for other languages you're going to get a shit ton of money!
 
duran1 said:
I want to built my own Paraphraser. Yes the main aim is to change the content, so its not getting detected as AI Content.

Current Tools on the market works mostly for english content, and not for other languages.
Click to expand...
There are also detectors in other languages
 
Dunno, if it works, but you might want to fine-tune: collect a bunch of good articles. Tell ChatGPT to summarize and then to expand the article. The invert the order: input=GPT-article, output=good article.

Another thing working for me is simply asking chatgpt to rewrite:

some text from a post above:
Code: 
Rewrite the following sentences: Maybe you could use grammarly to paraphrase and then google translate to translate back to your language. Sure the translating part will not work at 100% and you will need to manually edit some parts but it would be way faster and cheaper than doing all the work manually. Also you've found a market need if you go make a good paraphraser for other languages you're going to get a shit ton of money!
Code: 
You could try using Grammarly to paraphrase and then Google Translate to translate it back into your language. While the translation might not be perfect, you can manually edit the parts that need adjustment. This method would be much faster and more cost-effective than doing everything manually. Additionally, you've identified a market need—if you develop a high-quality paraphrasing tool for other languages, you could earn a significant amount of money!

Works also for other languages. By adjusting the prompt, you might get what you are looking for.
 
The issue with openai is, its tracked by tons of tools as AI Content. I read the content, and i know its AI. Althought you can use different prompts to hide that. But if you read you will know. I finetuned models to getting a good writing style, but, i think i need more data to get better results. (Theoretically you can write with openai good undetected articles, practically its really challenging.)

With a "Paraphraser" you can detect this kind of words and sentence in your article, and rewrite it in another way.. From practical point of view, its the best way to do that.

--------- Please dont recommend something like: use tools like grammerly, and other tools. It might work in english language, but not for other languages. Also translate from A to B to C - its getting detected. If someone has time: maybe do a case study for that. It would be interesting.
 
duran1 said:
I try to build my own paraphraser, to get the text looks like human text.
Click to expand...

  1. A paraphraser will not make your text look like a human-written text. It will make it look like a paraphrased, not actually well-written one. Don't do that.
  2. If you just want to reword (rewrite) some text to avoid plagiarism claims, then just use any modern AI model to do it.
 
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