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README.md
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app_file: app.py
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---
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app_file: app.py
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pinned: false
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---
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# Agression and Misogyny Detection App
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<!-- Intro and about the project -->
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This app detects presence of Aggression and Misogyny in online social media texts. Try it out [here](https://huggingface.co/spaces/sdutta28/AggDetectApp)
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## Technologies Used
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<!-- Tech stack, libraries etc -->
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`Python, Transformers, XgBoost, Scikit-Learn`
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## Workflow
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<!-- In some detail of how this works -->
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- A text is given to the app
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- It predicts aggression and misogyny in the application
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## Results
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### Aggression Detection Results
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|Metric|Score|
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|---|---|
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|F1 Score|0.735|
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### Misogyny Detection Results
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|Metric|Score|
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|---|---|
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|F1 Score|0.852|
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## How to Run
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<!-- Installation and Running Steps -->
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- Clone the repo
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- Install python requirements using `$ pip install -r requirements.txt`
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- Run the server using `$ python main.py`
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## Additional Links
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<!-- Kaggle model training links -->
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- [[PDF] Paper published at ICON 2021](https://aclanthology.org/2021.icon-main.60.pdf)
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