VERIFEE RESEARCH: Models Request
supported by Cardano's Catalyst Fund


In our research on disinformation analysis using machine learning, we created numerous models gauging individual manipulative aspects of news texts. Be it clickbait, hate speech, or political bias, the chances are you'll find a model for its analysis in our toolkit. As we realize these models' potential benefits for research in the fields of machine learning and data science, as well as social, journalism, and cognitive sciences, we decided to make them available to the research community free of charge.


> WHAT'S IN THE PACKAGE?
We'll provide you with the code of 5 machine learning models analyzing different news texts' attributes, along with their weights trained for the Czech language. They can be easily retrained for other languages as well, provided you have training data for the respective task.

> HOW DO YOU ENSURE SAFETY OF SUCH A PRACTICE?
We require you to fill in the application below, including prompts about your project, intended use, and funding. If approved, we'll issue you a license for using and editing our models under our ethical research conditions. If we discover any violations of the terms, we will revoke the license.

>  RESOURCES
[Read Verifee Dataset research paper]
[Read Verifee Methodology]
[About Verifee Research Initiative & Resources]


> STILL GOT QUESTIONS? SHOOT US A MESSAGE AT info@verifee.ai OR matyas.bohacek@matsworld.io.
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Name *
Email address *
Affiliation *
This should be your company, school, or other institution. If you're an independent researcher, enter "N/A".
Your research project *
Describe the research project in which you want to use our models. Make sure to include its goals, how far you've got, and with whom you're working on it. It's completely fine to be just at the beginning and alone -- make sure we know your context and background, however.
Intentions with the models *
Please elaborate on your intended use of the models. For example, this can include a brief overview of experiments you want to run with them or a description of an app you're hoping to build.
Funding *
Briefly comment on the funding sources of your project. We need to know whether the stakeholders (investors or grant providers) have any say in what areas you explore or how the outcomes (models) will be used in the future.
Privacy Policy Notice

By submitting this form, you agree to this privacy policy and acknowledge that the information provided above is entered voluntarily. You give us explicit permission to store and review this data for any necessary action concerning your application's review and further record keeping.

Should you have questions or concerns, please reach out to info@verifee.ai or matyas.bohacek@matsworld.io.

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