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Update README.md

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@@ -81,6 +81,7 @@ Creating an arabic chatbot for mental health support.
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  - An additional preprocessing was made by this repo owner:
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  - Cleaning data: removing urls, extra spaces, and non words, detach punctuations, and dropping duplicates
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  - Applying Topic Modeling to generate main topics for each article using bert-base-arabic model
 
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  #### Who are the source data producers?
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  - An additional preprocessing was made by this repo owner:
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  - Cleaning data: removing urls, extra spaces, and non words, detach punctuations, and dropping duplicates
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  - Applying Topic Modeling to generate main topics for each article using bert-base-arabic model
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+ - Deduplicating data using sentence-transformers (paraphrase-multilingual-MiniLM-L12-v2)
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  #### Who are the source data producers?
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