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Automatic Text Summarization

Created a GRU based Encoder-decoder seq2seq model with attention mechanism based on a news summary dataset using pre-trained glove embeddings

Example:

  • Text : hindu jagarana vedike leader jagadish karanth has reportedly been booked for making provocative comments and promoting enmity on grounds of religion during a protest meet in mangaluru , among other charges . karanth allegedly said police officer khaled should be " stripped naked and made to run around in the bus stop " , while claiming that khaled had illegally broken into a lawyer 's residence .
  • Headline : hindu jagarana vedike leader booked for provocative speech
  • Predicted Headline : kashmir leader leader sacked over making protests

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