ChatGPT Content Creation with Quality Control

In the ChatGPT era, you still need to create your own content. However, you have an extra boost from ChatGPT by generating "rewrites" that may provide better fluency and readability.

The "Rewrite" prompt of ChatGPT is a highly convenient tool that requires only a single keyword for usage. By inputting "Rewrite" followed by the content you wish to rephrase enclosed in quotation marks, you can seamlessly enhance your writing using this prompt.

Nevertheless, you may discover that curating the rewritten content can be mentally taxing and may not always align with your initial concept. Additionally, when the rephrasing alters some of the intended meanings, it may be difficult to detect since the resulting writing can still maintain its fluency.

Our team has created a toolbox to provide you with peace of mind. With our assistance, you can generate a list of straightforward questionnaires to follow up with ChatGPT. By doing so, you can receive guidance on the essential aspects you wish to preserve, and in turn, develop confidence in tracking semantic meanings in your content by extracting properties based on those meanings.

For example, I want to make my own summary of the first three paragraphs,

ChatGPT can generate "rewrites" that can enhance the fluency and readability of your writing with just a single keyword. However, you still need to curate the rewritten content, as it may not always align with your initial concept and alter some of the intended meanings without being easily detectable.

Using our tool, with minimal configuration, you will get a list of questionaire to check the properties of the generated text, such as:

  • Is the above paragraph mentioning a concept?
  • No. ...
  • Is the above paragraph mentioning a step in content creation?
  • Yes. ...
  • Is the above paragraph mentioning a certain prompt?
  • Yes....
  • Is the above paragraph talking about some issue?
  • ... mentioned in the later
  • Is the above paragraph talking about some potential issue with a concept?
  • Not necessarily..

And then you can keep track of the responses of the questionaire to get a "footprint" of the semantics of your paragraph. We use LongChain for programmatically tracking the answer responses.

Alex Armasu

Founder & CEO, Group 8 Security Solutions Inc. DBA Machine Learning Intelligence

8 个月

Thank you for your valuable post!

Pingping Xiu

Data Engineer Leader @ Caltrans | Data Engineering / AI

1 年

This animation is an example of how ChatGPT can "modify" your intended meaning when rewriting text. Without a tool to track the semantic meaning, it can be easy to lose sight of your original message.

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