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saivasanthg / Alert_Text_Detector

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Alert Text Detector is an NLP-based model that detects alert messages from social media posts. It is built using BERTweet Base and trained on a dataset of 23,000 tweets (alert & non-alert). The model flags emergency-related messages and classifies tweets based on textual content.

nlp flask machine-learning deep-learning text-classification transformers emergency social-media-analysis disaster-detection huggingface bertweet alert-system
  • Updated Feb 2, 2025
  • Jupyter Notebook

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