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Sarcasm Detection Model

Natural Language Processing, Python

I worked with a small group of students to create a NLP model that detected sarcasm in tweets.

The Project

The goal of this project was to create a fully functional model that detects sarcasm. Our training data consisted of tweets labeled sarcastic or not. We trained our model on this data and then used it to detect sarcasm in a series of tweets. We achieved an F1 score of around 0.65.

The coding language that we used to create this game was Python.

Everyone on the team worked together, equally, to achieve the result of our model. We utilized our background knowledge in AI as well as the code we had learned in our Natural Language Processing class. 

Links

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