Name: SafeScreen: Detecting Early Signs of Domestic Abuse on Social Media Using NLP
Start: 2025-10-25T12:00:00Z
End: 2025-10-25T13:30:00Z

Our speaker, [Paule Marcelle Elanga](https://www.linkedin.com/in/paule-marcelle-elanga-7a21781a3/), holds a Master’s degree in Artificial Intelligence with a specialization in Data Science. She is passionate about applied AI, particularly in projects that drive positive social impact. She will be presenting:
[SafeScreen: Detecting Early Signs of Domestic Abuse on Social Media Using NLP and Psychological Features.](https://www.bing.com/ck/a?!&&p=ac7784c8b4c93aafeb12c88a0948c093e9b5e76edd0b2daef7f8f254349e7aa9JmltdHM9MTc2MDU3MjgwMA&ptn=3&ver=2&hsh=4&fclid=12055c8d-c60d-6e04-323c-4a0cc71f6f4d&psq=SafeScreen%3a+Detecting+Early+Signs+of+Domestic+Abuse+on+Social+Media+Using+NLP+and+Psychological+Featuress&u=a1aHR0cHM6Ly9zdG9yYWdlLmdvb2dsZWFwaXMuY29tL2Rvd25sb2FkL3N0b3JhZ2UvdjEvYi9pbmRhYmEtMjAyNS1wb3N0ZXJzL28vUGF1bGUlMjBNYXJjZWxsZV9FTEFOR0EucGRmP2dlbmVyYXRpb249MTc1NTAyNjU1MTUzMjg3MSZhbHQ9bWVkaWE)
Summary: SafeScreen is an AI-based system designed to detect early signs of domestic abuse through the analysis of social media posts. The model combines transformer-based language models (BERT and DistilBERT) with handcrafted psychological features derived from trauma psychology. This hybrid approach enables the early identification of abuse-expressing and abuse-normalizing language. The research highlights the potential of AI for social good, particularly in providing early intervention and support for vulnerable individuals.

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SafeScreen: Detecting Early Signs of Domestic Abuse on Social Media Using NLP

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