Veritas Watch

Veritas Watch – A system for identifying hate speech in the information space of hostile propaganda

Problem

Hostile propaganda is a powerful tool of psychological warfare against Ukraine, creating a multi-layered system of manipulation. Main challenges:

• Systematic dissemination of anti-Ukrainian narratives: propaganda discredits national values and the right to self-determination.
• Hidden forms of hate speech: sophisticated linguistic techniques disguise aggressive messages as neutral.
• Justifying armed aggression: creating false arguments to legitimize the occupation.
• Technical difficulty of identification: manual analysis is slow and automatic tools need to be improved.

This problem requires a systematic approach to identify and counteract.

Solution

Veritas Watch is an innovative NLP system for automatic analysis of media content. Its goal is to find and classify dangerous propaganda statements in five areas:

1. Objections.
2. Justification
3. Appeals
4. Incitement to hatred
5. Humiliation of the dignity of Ukrainians

The system is based on machine learning technologies, in particular the BERT model, which ensures accuracy and deep context analysis.

Key advantages

Technologies

Roadmap

Expected results

Conclusions

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